AI Image Attribute Bleeding: Red Hat Turns the Car Red Too
Color or material from one subject leaks onto another. Cause is attention bleed across tokens. Fix with weights, BREAK syntax, regional prompts, or ControlNet.
#Prompt
Articles tagged with #Prompt
AI Image Text Comes Out Garbled: Word and Letter Fixes
Headlines on AI posters render as letter soup. Here is the working fix path: pick a typography-aware model, mask the text area, then composite real type if needed.
Album Cover Prompts: 10 Music Release Templates
Ten copy-ready album cover prompts spanning indie film-grain photo, synthwave neon, hip-hop typography, classical fine-art, jazz Blue-Note geometric, electronic gradient, metal demon.
Anime Action Clip Video Prompts: 10 Combat and Chase Templates
Action anime clips fail because models default to slow-mo group poses. These 10 templates lock one attack beat, one camera move, and one impact frame for usable 5-8 second clips.
Anime Couple Cafe Date Prompts: 10 Slice-of-Life Templates
Cafe couple shots fail when the camera sits too wide — eye contact disappears into the latte art. Ten templates that each lock one micro-beat: hand reach, fork pass, fogged window.
Anime Couple Confession Prompts: 10 Pivotal Moment Templates
Confession scenes aren't about pretty couples — they're about the beat where the word lands. Ten anime-couple confession prompts that lock the heartbeat, the gaze break, and the silence right before.
Anime Couple Double Portrait Prompts: 10 Symmetrical Pose Templates
Anime double portraits fail when two characters share a frame but feel like solo headshots glued together. Ten templates that lock symmetry, palette pairing, and shared light into one cohesive portrait.
Anime Couple Kiss Moment Prompts: 10 First-Kiss Templates
Anime first-kiss images fail when the prompt says romantic but never names a beat. Ten copy-ready first-kiss templates that lock setting, gaze, and lip-distance so the moment actually reads.
Anime Emotional Clip Video Prompts: 10 Quiet Moment Templates
Emotional anime clips fail when the subject moves too much. Restraint is the trick — one micro-action over 5-8 seconds, a single light source, a slow push-in. These 10 templates lock that recipe.
Anime Magic Spell Video Prompts: 10 Cast-Animation Templates
Ten copy-ready anime spell-casting video prompts — rune circles, palm energy gather, dragon flame breath, ice shards, shadow tendrils, counter-spell shields — with lens, light, motion, palette.
Asian Cuisine Image Prompts: 10 Regional Dish Templates
Ten copy-ready Asian cuisine prompts spanning Japanese ramen, Sichuan hotpot, Korean BBQ, Thai green curry, Vietnamese pho, dim sum, Indian thali, nasi goreng, adobo, laksa.
Athletic Male Portrait Prompts: 10 Sport-Lifestyle Templates
Ten copy-ready athletic male portrait prompts covering sprinting, basketball, cycling, weightlifting, soccer, surfing, boxing, climbing, running, and studio yoga.
Beverage Pour Video Prompts: 10 Splash and Stream Templates
Beverage-pour clips fail when the stream looks like CG syrup. These 10 templates lock viscosity, ice-cube interaction, glass-surface fog, and clean slow-mo motion.
Boom-Bap Rap Lyrics Prompts: 10 Classic Hip-Hop Templates
Boom-bap rap lyric prompts that produce real golden-era verses with internal rhymes and street imagery, not generic modern flow.
Brand Anthem Lyrics Prompts: 10 Long-Form Brand-Song Templates
Tech startup, retail chain, sports grit, fintech empowerment, consumer electronics, fast food, auto road, luxury timeless, coffee morning, education growth — 10 long-form brand anthem lyric prompts.
Child Narrator Lyrics Prompts: 10 Through-a-Kid's-Eyes Templates
Child-narrator lyrics fail when the kid sounds like an adult writing about being a kid. Ten copy-ready prompt templates with age-anchored vocabulary, sensory-only imagery, and forbidden adult-summary rules.
Chinese Festival Celebration Prompts: 10 Holiday Scene Templates
Ten holiday-scene prompts for Spring Festival, Mid-Autumn, Lantern, Dragon-Boat and more — each pinned to its real customs, palette, and props.
Chinese New Year Lyrics Prompts: 10 Spring Festival Song Templates
10 copy-ready Chinese New Year lyric prompts — reunion dinner, red envelope joy, lion dance street, lantern festival lovers, migrant worker journey, first CNY after marriage, grandma in the kitchen.
Christmas Lyrics Prompts: 10 Festive Song Templates
10 copy-ready prompts for Christmas lyrics — jingle-bell family, acoustic Eve, Mariah-style pop, country farm, R&B cuddle, Last Christmas heartbreak, kid POV, homesick solo, office party, lonely city window.
Chuci Style Lyrics Prompts: 10 Verse of Chu Templates
Lyrics in the spirit of Qu Yuan's Chuci — ritual cadence, river spirits, cosmological questions, exile. Ten prompts that hold the form without lapsing into modern fake-classical.
Closure Letter Lyrics Prompts: 10 Final-Goodbye Templates
Closure-letter lyrics work when they replace accusation with concrete objects and a quiet final action.
Coastal Travel Video Prompts: 10 Beach and Cliff Templates
Coast clips fail when wave motion repeats or the sky has no color story. These 10 lock a single coastal hook — cliff drop, wave crash, dune wind.
Code-Switch Lyrics Prompts: 10 Mid-Line Bilingual Templates
Spanglish-style, intimate 'good night baby', cafe Chinglish, business white-collar, dorm overseas-student, 1.5-gen identity, cross-strait, WeChat thread, Singlish blend, urban millennial.
Comeback Anthem Lyrics Prompts: 10 Underdog and Rise Templates
Comeback songs only land when the fall is as specific as the rise. Ten prompt templates that force a named low point, one concrete return action, and a chorus that earns its swell.
Concert Poster Prompts: 10 Live Show Visual Templates
Ten copy-ready concert poster prompts spanning stadium rock, electronic festival, indie band, jazz club, hip-hop, classical chamber, metal, pop-tour, underground rave, and acoustic singer-songwriter.
Corporate Mission Lyrics Prompts: 10 Internal-Anthem Templates
Internal-anthem and mission-song lyrics for company off-sites and brand films. Ten templates that translate values into sing-able lines without empty corporate boilerplate.
Dance Challenge Hook Lyrics Prompts: 10 Movement-Cued Templates
Dance challenge hooks live or die on one rule — every line cues a body movement. Ten templates covering side-step routines, arm waves, claps and stomps, TikTok 4-counts, K-style 5-steps, and partner call-and-response.
Dance Motion Video Prompts: 10 Choreography Loop Templates
AI dance clips fail when the loop seam is obvious — feet jump, hands jerk. These 10 templates specify a clear loopable beat: one move, one camera, one light, one palette, 5-8 seconds.
Dawn Fog Video Prompts: 10 Early-Morning Mist Templates
Dawn-fog clips fail when fog reads as flat haze. These 10 templates specify volumetric god-rays, a fog density gradient, and a single low-angle light source per clip.
Desert Travel Video Prompts: 10 Dune and Mesa Templates
Ten copy-ready desert travel AI video prompts — Sahara dunes, Wadi Rum mesas, Atacama starscape, Death Valley dry lake, Namib coastal fog.
Dessert Closeup Video Prompts: 10 Macro Sweet Templates
Dessert macros fail when texture reads flat. These 10 templates lock macro lens, hard rim light, surface gloss, and a single bite or cut moment so every detail pops.
Dessert Image Prompts: 10 Sweet Plate Templates
Ten copy-ready dessert prompts spanning chocolate lava, matcha mille-feuille, macaron towers, crème brûlée, mochi, pavlova, cheesecake, tiramisu — built for menus and brand ads.
Drill Trap Lyrics Prompts: 10 Aggressive Bar Templates
Drill rap lives on sliding 808s, anchored cadences, and bars that hit on the pickup.
Drone Shot Video Prompts: 10 Aerial Reveal Templates
Aerial drone shots are the fastest way to add scale to an AI video. Ten copy-ready drone reveal prompt templates for Sora, Veo, Kling, and Runway — pull-back, orbit, top-down, tilt-up, flyover.
Dual Perspective Duet Lyrics Prompts: 10 Two-POV Templates
Two-voice duet lyrics fail when both characters sound the same. Ten dual-POV prompt templates for marriage crises, drifting friends, mother/daughter, breakups, immigrants and more.
Editorial Fashion Video Prompts: 10 Magazine-Style Templates
Editorial fashion clips fail when they look like commercials. These 10 prompts lock the high-fashion conventions — stillness, single dramatic light, statement garment.
English-Chinese Verse-Chorus Lyrics Prompts: 10 Split-Lang Templates
EN verse / ZH chorus love, alternating, bridge crossovers, rap-melodic, Cantopop, Mandopop, playful Chinglish — 10 verse-chorus split-language lyric prompts.
English-Japanese Verse-Chorus Lyrics Prompts: 10 J-Pop Bilingual Templates
EN-JP bilingual lyrics that hold together across language switches. Ten templates with explicit per-section language assignment, romaji, vowel-matched rhyme bridges, and J-pop subgenre cues.
Fantasy Dragon Rider Prompts: 10 Aerial Hero Templates
Dragon rider images fail when the rider sits on a dragon like furniture. Ten copy-ready prompts that bind rider, dragon, and sky into one motion-locked aerial portrait.
Fantasy Elf Prompts: 10 Subrace and Class Templates
Ten copy-ready elf prompts — high elf court mage, wood elf ranger, dark elf assassin, sea elf priestess, sun elf knight — locked to subrace, class, gear, and palette.
Fantasy Villain Prompts: 10 Archetype Templates
Ten copy-ready villain prompts — lich king, fallen paladin, demon lord, vampire countess, plague warlock — each locked to archetype, emblem, palette, and signature gesture.
Fantasy Warrior Prompts: 10 Class and Faction Templates
Fantasy warrior images go generic when the prompt just says warrior. Ten copy-ready warrior prompts spanning shield-bearer, berserker, paladin, ronin, ranger — each with class-specific gear, palette, and stance.
Fashion Male Portrait Prompts: 10 Editorial Style Templates
Ten copy-ready fashion male portrait prompts spanning runway, streetwear, leather-jacket motorcycle, poolside linen, black-tie, knitwear, monochrome studio, vintage denim, gallery minimal, and avant-garde couture.
First Love Lyrics Prompts: 10 Teenage-Heart Templates
First-love lyrics that escape the 'you were my everything' default. Ten prompt templates covering classroom crushes, graduation goodbyes, library back rows, and adult-retrospective takes.
Forest Mist Video Prompts: 10 Ethereal Woodland Templates
Ten copy-ready forest-mist video prompts — dawn god-rays, fog rolling through pines, fairy-ring clearings, foggy redwoods, mossy bridges, foxes through fog — with lens, light, motion, palette.
Golden Hour Cinematic Video Prompts: 10 Magic-Hour Scene Templates
Golden-hour clips go generic fast. These 10 templates lock a concrete subject, low-sun direction, and lens choice per clip so the footage does not read as AI default.
Graduation Anthem Lyrics Prompts: 10 Ceremony Song Templates
Graduation anthem lyrics that escape the generic ceremony-song trap. Ten templates from high school to med school with explicit scenes, banned slogans, and ceremony-fit chorus rules.
Guofeng Romance Lyrics Prompts: 10 Modern Chinese-Style Templates
Guofeng romance lyrics that hold Chinese aesthetic without anime-cosplay shallowness. Ten templates from Tang-scholar to wuxia-injured-heroine to wandering-bard, each with era-locked imagery and rhyme.
Home Appliance Video Prompts: 10 Smart-Device Showcase Templates
Ten copy-ready home appliance AI video prompts — smart fridge, robot vacuum, espresso machine, air purifier, smart light — without shape drift.
Hometown Story Lyrics Prompts: 10 Small-Town Narrative Templates
Hometown songs only work when the town is named-specific, not generic. Ten templates that force one street name, one local ritual, and a chorus that doesn't moralize about home.
Immigrant Family Lyrics Prompts: 10 Diaspora Narrative Templates
Diaspora story songs land on the specific object (a suitcase, a recipe card, citizenship papers) and the small action across two languages. Ten templates with explicit perspective, generation, and emotion thread.
Instagram Reel Hook Lyrics Prompts: 10 Polished-Hook Templates
Before-after styled, aesthetic morning routine, OOTD swipe, cafe monologue, recipe reveal voiceover, 30-day fitness, book rec aesthetic, travel cinematic, skincare reveal, desk setup voiceover.
Instagram Reel Hook Video Prompts: 10 Polished Hook Templates
Reels reward more polish than TikTok but still need motion in frame 1. These 10 lock smooth motion + bright open + clear payoff tease.
Jewelry Fashion Video Prompts: 10 Hero-Piece Templates
Ten copy-ready jewelry video prompts — diamond ring rotation, pearl necklace pour, earring sway, bracelet on wrist, gold chain macro, ring box open, silver pendant water droplet, tiara turntable.
Kids Alphabet Song Lyrics Prompts: 10 ABC and 123 Templates
10 copy-ready educational kids song prompts — classic ABC, 1-to-10 counting, rainbow colors, animal sounds farm, Pinyin shengmu yunmu, shapes, days of the week, weather, parts of the body, Chinese zodiac twelve animals.
Kids Bedtime Song Lyrics Prompts: 10 Lullaby Templates
10 copy-ready bedtime lullaby prompts — moon and stars, counting sheep, cuddly bear, parent whisper, forest creatures, sweet-dreams adventure, sleepy boat, tiny fingers piano, rain on the window, dreamy spaceship.
Kids Counting Song Lyrics Prompts: 10 Number-Education Templates
Counting songs land when each number has its own micro-image and one repeatable action. Ten templates covering 1-to-10 fingers, counting by twos, backwards from 10, animals, fruits, body parts, and bilingual counting.
Kitchenware Product Image Prompts: 10 Cookware Hero Templates
Ten copy-ready kitchenware prompts spanning cast-iron skillet, non-stick wok, Japanese knife, espresso machine, glass bowls, cutting board, sous-vide, stand mixer, saucepan, Dutch oven.
Landscape Photo to Video Prompts: 10 Cinematic Pan Templates
Turn any landscape photo into a 5-8 second cinematic clip. Ten copy-ready image-to-video prompt templates for mountain, beach, forest, city, desert, lake, and countryside stills.
Lifestyle Brand Logo Prompts: 10 Boutique Identity Templates
Ten copy-ready lifestyle brand logo prompts covering serif wordmarks, hand-drawn scripts, botanical illustration, vintage badges, earthy palettes, and boutique seals.
Long Distance Relationship Lyrics Prompts: 10 LDR Templates
Long-distance love songs live or die on small concrete details — the time-zone clock, the package in the mail, the airport gate.
Luxury Car Video Prompts: 10 Hero-Drive Templates
Ten copy-ready luxury car AI video prompts — Ferrari coastal drives, Rolls-Royce night glides, track-day reveals, tunnel hyper-car runs.
Luxury Perfume Video Prompts: 10 Fragrance Hero Templates
Perfume clips fail when the bottle is flat-lit. These 10 prompts lock single rim light, mist diffusion, slow rotation or atomizer beat.
Luxury Watch Video Prompts: 10 Timepiece Close-Up Templates
Watch clips fail when the dial reflection is mushy. These 10 prompts lock macro lens, polarized light, and the second-hand sweep beat.
Marketing Hero Background Prompts: 10 Landing Page Templates
Ten copy-ready hero background prompts for SaaS, fintech, e-commerce, B2B, dev tools and web3 — calm enough to let the headline and CTA breathe.
Melodic Rap Lyrics Prompts: 10 Sing-Rap Hybrid Templates
Sing-rap and melodic-rap prompts that produce real hybrid verses, not karaoke pop with extra ad-libs. Ten templates with hook-melody specs, rap-verse structure, and emotional-pivot rules.
Mobile Gacha Character Prompts: 10 SSR Banner Templates
Ten SSR banner prompts for mobile gacha — vertical composition, glow effects, banner-ready negative space, distinct archetypes from sword-mage to dragonblood paladin.
Morning Routine Lyrics Prompts: 10 Wake-Up Energy Templates
Morning songs fail when they generalize. Ten prompt templates that force a named first action, a named morning sound, and a chorus that captures one specific kind of waking up.
Mountain Landscape Video Prompts: 10 Alpine Travel Templates
Mountain clips fail when scale is lost — no foreground human, no light gradient. These 10 lock altitude cue, foreground subject, and time-of-day color.
Neon Night Cinematic Video Prompts: 10 Cyberpunk Scene Templates
Ten copy-ready neon-night cinematic video prompts — rainy cyberpunk alley, Shinjuku crosswalk, arcade neon, Hong Kong alley, noodle stall, billboard skyline, taillight road, club strobe.
Newsletter Header Image Prompts: 10 Inbox-Worthy Templates
Newsletter headers fail when they read as decoration. Ten copy-ready prompts that fit the inbox, support the headline, and survive dark-mode email clients.
Noir Cinematic Video Prompts: 10 Film-Noir Scene Templates
Noir lives on hard shadows, a single key light, smoke, and silence. These 10 templates each lock one noir convention per clip so the look stays disciplined.
Podcast Cover Image Prompts: 10 1:1 Square Templates
Podcast covers fail when they try to be busy at thumbnail size. Ten copy-ready 1:1 prompts spanning minimalist text, host portrait, duo, illustration, mascot, waveform — built for Apple and Spotify directory grids.
Portrait to Video Prompts: 10 Still-to-Motion Templates
Animate any portrait — wedding, family, vintage, headshot, fashion, pet — into a 5-8 second motion clip. Ten copy-ready image-to-video prompts that move a still without destroying the identity.
Presentation Slide Background Prompts: 10 Keynote-Style Templates
Ten 16:9 slide background prompts — calm enough for body text, distinct enough that the deck does not look like a default theme.
Radio Pop Anthem Lyrics Prompts: 10 Top-40 Templates
Top-40 radio anthems live or die on a shoutable chorus and a sharp post-chorus. Ten copy-ready lyric prompt templates across arena-female, male anthem, dance-pop drop, acoustic crossover, R&B-pop.
Rainy Night Video Prompts: 10 Wet-Neon Atmosphere Templates
Rainy-night clips fail when rain looks frozen and pavement looks dry. These 10 templates lock falling droplets, wet reflections, and one named camera move per clip.
Ramen Noodle Video Prompts: 10 Bowl-and-Slurp Templates
Ten copy-ready ramen video prompts — chopstick noodle pull, broth pour, soft-boiled egg cut, chashu flame, scallion sprinkle, steam cloud, master plating, first-bite reaction, top-down cross section.
Restaurant Menu Image Prompts: 10 Hero-Plate Templates
Ten copy-ready restaurant menu prompts spanning signature steak, carbonara, oysters, salad, wood-fired pizza, craft burger, cocktail pairing, seafood, veggie bowl, dessert platter.
Road Trip Narrative Lyrics Prompts: 10 Highway Story Templates
Road songs lose if they describe driving instead of a journey. Ten templates that force a named highway, a passenger, and one thing changing inside the car as the miles add up.
RPG Hero Class Prompts: 10 Party Role Templates
Ten character-class prompts for a full RPG party — tank, mage, healer, rogue, ranger, bard, paladin, monk, summoner, warlock — each with readable silhouette and signature gear.
Skincare Video Prompts: 10 Cream and Serum Hero Templates
Skincare clips fail when the product texture is not shown. These 10 templates lock dropper-drop, cream swirl, glass surface, and a single beauty light so the texture sells.
Social Cause Anthem Lyrics Prompts: 10 Cause-Driven Templates
Climate youth, mental health gentle, women's march, refugee welcome, LGBTQ pride, disability inclusion, clean water, anti-bullying, veterans returning, racial justice — 10 cause-driven anthem lyric prompts.
Social Trend Hook Lyrics Prompts: 10 Algorithm-Friendly Templates
Hook formats like 'POV: you just', 'tell me without telling me', 'wait til the end' have been refined by the algorithm. Ten copy-ready lyric prompt templates that map each trend hook to a 4-bar chorus.
Song Dynasty Style Lyrics Prompts: 10 Ci Poetry Templates
Real Song-era ci poetry textures, not generic ancient pastiche. Ten prompt templates locked to Li Qingzhao, Su Shi, Xin Qiji and other ci masters with explicit imagery and rhyme.
Sports Action Video Prompts: 10 Athletic Motion Templates
Ten copy-ready sports-action video prompts — sprinter start, basketball dunk, downhill cyclist, kickflip, wave tube, boxer punch, soccer shot, gymnast vault, climber dyno, parkour leap — with lens.
Street Portrait Prompts: 10 Candid Documentary Templates
Ten copy-ready street-portrait prompts for candid documentary work — fisherman, vendor, monk, reader, breakdancer, barber, kids, commuter, florist, worker — built on 35mm reportage feel.
Streetwear Lookbook Video Prompts: 10 Urban Style Templates
Streetwear lookbooks fail when the model walks like a runway. These 10 prompts lock relaxed pace, urban props, and per-look palette grading.
Summer Pop Lyrics Prompts: 10 Sunshine Hit Templates
Summer pop hits live and die on sensory specificity and a chorus you can sing with sand in your shoes.
Summer Romance Lyrics Prompts: 10 Vacation-Fling Templates
Summer romance lyrics that escape the 'sunset / sand / forever' loop. Ten prompt templates with verse-chorus structure, vacation-specific imagery, and forbidden-cliche lists.
Suno 90s Pop Music Prompts: 10 Decade-Defining Templates
Mariah power ballads, TLC new jack swing, Spice Girls bubblegum, Backstreet boy-band — 10 Suno 90s pop prompts that nail the decade with BPM, key, and vocal role locked in.
Suno Acoustic Breakup Ballad Prompts: 10 Heartache Templates
Ten copy-ready Suno acoustic breakup ballad prompts spanning fingerpicked guitar, indie-folk, Americana, acoustic-pop, coastal-folk, cinematic-acoustic.
Suno Acoustic Folk Prompts: 10 Singer-Songwriter Templates
10 Suno acoustic folk prompts for singer-songwriter vibes — fingerstyle female, open-tuning male, mountain country, coastal pop, autumn melancholy, indie-folk band, americana harmonica, campfire, lullaby, Sunday porch.
Suno Action Trailer Prompts: 10 High-Octane Templates
Ten copy-ready Suno action-trailer prompts: hybrid orchestra braams, industrial brass, war-drum choir, superhero anthem, heist ostinato, UFC walkout, car-chase synth-orchestra.
Suno Anniversary Love Song Prompts: 10 Milestone Templates
Ten copy-ready Suno anniversary love song prompts spanning R&B, acoustic-pop, orchestral, swing ballad, Spanish-guitar latin-pop, classical-crossover, big-band swing.
Suno Bluegrass Prompts: 10 Stringband Templates
Banjo-fiddle reel, mandolin waltz, fast pickin breakdown, gospel quartet, lonesome train, dobro mountain, progressive bluegrass — 10 Suno bluegrass prompts with stringband instrumentation locked in.
Suno Celtic Folk Prompts: 10 Fiddle and Whistle Templates
10 Suno Celtic folk prompts — Irish jig, Scottish strathspey, fiddle reel, tin whistle slow air, sea shanty, bodhran dance, hammered dulcimer, pipes ceremonial, storytelling ballad, modern celtic-rock fusion.
Suno Chillhop Prompts: 10 Jazz-Tinged Beat Templates
10 Suno chillhop prompts that bring real jazz harmony — piano trio, sax-led night, mellow trumpet, acid-jazz flip, nu-jazz Rhodes, brushes-and-upright, vocal-chop, orchestral, soundtrack-style, night-drive.
Suno Chinese Catchy Song Prompts: Choruses That Loop in Your Head
10 Suno prompts for Chinese catchy songs — pop, punk, city pop, kids songs, TikTok hooks, retro nostalgia — structure + style + chorus constraints + one magic line.
Suno Chinese Orchestral Prompts: 10 National Orchestra Templates
10 Suno Chinese orchestral prompts — national orchestra battle, liushui guzheng-erhu, pipa-dizi festival, wuxia mountain dawn, dance-drama suite, silk-and-bamboo, Xinjiang dance, Tibetan plateau.
Suno Classic Rock Prompts: 10 70s-80s Anthem Templates
Led Zeppelin heavy blues, Pink Floyd slow prog, Queen stadium anthem, AC/DC power chords — 10 Suno classic rock prompts for 70s-80s anthems with BPM, key, and amp tone locked in.
Suno Drill Music Prompts: 10 UK and NYC Drill Templates
Ten copy-ready Suno drill prompts: UK drill 808 slides, NYC aggressive triplet, Chicago original, Brooklyn bounce, sample-drill cinematic, drill-trap hybrid, female drill, melodic drill, fast drill, dark cinematic drill.
Suno Epic Trailer Prompts: 10 Cinematic Hybrid Templates
Marvel-style hybrid, fantasy choir, sci-fi pulse, war brass, superhero anthem, heist ostinato, video-game launch, sports inspiration, mystery build, fantasy adventure — 10 Suno epic trailer prompts.
Suno Erhu Modern Fusion Prompts: 10 East-Meets-West Templates
Erhu + lofi beat, trap 808, ambient pads, house, drum-and-bass, R&B, cinematic strings, chillhop, minimal piano, future bass — 10 Suno erhu fusion prompts pairing East and West.
Suno Future Bass Prompts: 10 Festival Drop Templates
Main-stage drops, chill sunsets, heavy growl, kawaii, vocal chop, tropical fusion, orchestral hybrid — 10 reliable Suno future bass prompts you can copy and ship.
Suno Guzheng Modern Fusion Prompts: 10 East-Meets-Beat Templates
10 Suno guzheng modern fusion prompts — guzheng + lofi, guzheng + trap 808, tropical house, cinematic strings, future bass, R&B, folktronica, drum-and-bass, minimal ambient, funk-fusion.
Suno Horror Trailer Music Prompts: 10 Tension and Drop Templates
Psychological string-drone, twisted music-box, found-footage, ghost-choir, slasher hit, cosmic-horror drone, J-horror house, body-horror dissonance, haunted doll, jump-scare — 10 Suno horror trailer prompts.
Suno House Music Prompts: 10 Deep, Tech, and Tropical Templates
Deep house, tech house, tropical house, Afro house, disco house, acid, 2-step garage — 10 reliable Suno house prompts you can copy and ship.
Suno Indie Rock Prompts: 10 Dynamics and Texture Templates
Math-rock, shoegaze, lo-fi bedroom, post-punk, dream-pop, garage rock, krautrock — 10 reliable Suno indie rock prompts you can copy and ship.
Suno K-Pop and J-Pop Style Prompts: 10 Idol-Style Templates
K-pop 4th-gen punch, city pop revival, K-ballads, J-rock crossover, anime openings — 10 reliable Suno idol-style prompts you can copy and ship.
Suno Lofi Hip-Hop Prompts: 10 Study and Chill Templates
10 Suno lofi hip-hop prompts that nail the boom-bap pocket — rainy-window vinyl, tape-saturated bedroom, neon city, sleepy nylon, Rhodes melancholy, anime lofi — with BPM, key, texture, and scene.
Suno Lofi Jazz Prompts: 10 Late-Night Jazz Lofi Templates
Piano trio, sax-led, muted trumpet, acid jazz, nu-jazz Rhodes, brushes + upright, vocal chop, bossa lofi, cool quintet, soul jazz Hammond — 10 Suno lofi jazz prompts for late-night atmosphere.
Suno Orchestral Ballad Prompts: 10 Cinematic Sad Templates
Ten copy-ready Suno orchestral ballad prompts: strings-led, cello-driven, harp, chamber quartet, full-orchestra heartbreak, oboe melancholy, film-score sorrow.
Suno Piano Ballad Prompts: 10 Emotional Solo Templates
Ten copy-ready Suno piano ballad prompts spanning solo grand, piano-and-strings, piano-and-cello, Coldplay-style, late-night bar, minimalist, cinematic.
Suno Pop-R&B Fusion Prompts: 10 Smooth Crossover Templates
Smooth alt-R&B, 90s neo-soul, future R&B trap-bed, R&B house, R&B drill — 10 reliable Suno pop-R&B prompts you can copy and ship.
Suno Pop-Rock Prompts: 10 Anthem and Hook Templates
Stadium anthems, power ballads, 2000s pop-punk, Britpop, festival arena rock — 10 reliable Suno pop-rock prompts you can copy and ship.
Suno Product Launch Jingle Prompts: 10 Reveal Hook Templates
Tech, fashion, auto, food, beauty, coffee, finance app, gaming, sport, hospitality — 10 Suno product-launch jingle prompts with 8–15s reveal hooks.
Suno Puzzle Game BGM Prompts: 10 Calm Loop Templates
Tetris chiptune, cozy village, matching ukulele, hidden-object jazz, sokoban piano, Sudoku ambient, clicker lofi, match-3 pop, mahjong guzheng, word-puzzle vibes — 10 Suno puzzle BGM prompts.
Suno Radio Jingle Prompts: 10 30-Second Spot Templates
Ten copy-ready Suno radio-jingle prompts: morning-show theme, retail-mall energetic, automotive bold, fast-food playful, news-station serious, sports-radio anthem, drive-time pop, evening-classics smooth.
Suno RPG Battle BGM Prompts: 10 Combat Loop Templates
Standard JRPG, mini-boss, final boss, dungeon, arena, sky-pirate, mech-boss, nature-spirit, undead-king, rival-duel — 10 Suno RPG battle BGM prompts, all instrumental loopable.
Suno Sleep Ambient Prompts: 10 Deep Rest Templates
Ten copy-ready Suno sleep ambient prompts spanning delta drone, ocean waves, rain, Tibetan bowls, piano lullaby, binaural, music-box, heartbeat pulse.
Suno Spa Music Prompts: 10 Wellness and Massage Templates
Soft piano + nature stream, Tibetan bowls, pan flute, ambient pads + chimes, harp solo, bamboo flute + water, sitar, dreamscape pads — 10 Suno spa music prompts for massage and wellness.
Suno Stealth Game BGM Prompts: 10 Sneaking Tension Templates
Ten copy-ready Suno stealth-game BGM prompts: Splinter Cell pulse, Hitman minimalist piano, Metal Gear ambient, Dishonored steampunk, Assassin's Creed renaissance strings, Tenchu eastern flutes.
Suno Tagline Mnemonic Jingle Prompts: 10 Sticky Sonic Logo Templates
3-note synth stab, 5-note piano, one-word vocal-tag, a-cappella hum, fanfare, kids bell-glock, luxury 2-note, fintech synth, pet-brand ukulele, car-brand brass — 10 Suno sonic-logo prompts.
Suno Techno Prompts: 10 4/4 Driving Templates
Detroit, Berlin minimal, acid, industrial, dub, melodic, Hi-NRG, techno-trance, hard groove, cinematic — 10 Suno techno prompts with BPM bracket and bass character locked in.
Suno TikTok Trending Song Prompts: 10 Algorithm-Friendly Templates
Ten copy-ready Suno TikTok trending-song prompts: sped-up pop, slowed-and-reverbed, hyper-pop, mash-up, phonk, Brazilian funk, Afrobeat, nostalgia loop, amapiano hybrid, J-pop challenge.
Suno Valentine's Day Song Prompts: 10 Romance Templates
Ten copy-ready Suno Valentine's Day song prompts: classic crooner, soulful R&B, Spanish guitar, acoustic duet, jazz swing, French chanson, city pop nostalgia.
Suno Viral Meme Song Prompts: 10 Internet-Hook Templates
10 Suno meme-song prompts engineered for online virality — ironic orchestral fails, chipmunk pop, sea-shanty chants, hyper-pop glitch, mariachi tags, EDM one-word drops, and more.
Suno Wedding Song Prompts: 10 Ceremony and First-Dance Templates
Ten copy-ready Suno wedding song prompts spanning acoustic processional, first-dance ballad, country duet, classical quartet, jazz standard, vow renewal.
Suno Yoga Meditation Prompts: 10 Flow and Restorative Templates
Ten copy-ready Suno yoga and meditation prompts spanning Hatha, Vinyasa, Yin, Restorative, Pranayama, Power flow, body scan, sun salutation.
Tang Dynasty Court Aesthetic Prompts: 10 Court-Scene Templates
Ten court-scene prompts that pin Tang dynasty architecture, palette, costume, and ritual — so the result reads as Chang'an, not generic ancient China.
Tang Dynasty Style Lyrics Prompts: 10 Classical Poetic Templates
Lyrics that channel Wang Wei, Li Bai, Du Fu, Bai Juyi without devolving into allusion soup. Ten prompts with concrete scenes, rhyme locks, and forbidden cliches.
Tech Gadget Video Prompts: 10 Hero Product Reveal Templates
Tech reveals fail when the product is flat-lit and rotates too fast. These 10 templates lock dramatic single-light reveal, slow controlled rotation, and surface microreflection.
Tech Startup Logo Prompts: 10 Modern Wordmark Templates
Ten copy-ready tech startup logo prompts covering wordmarks, monograms, geometric letter-marks, app-grid icons, gradient marks, and animation-friendly minimal symbols.
Thanksgiving Lyrics Prompts: 10 Gratitude Song Templates
Thanksgiving-song lyrics that avoid the cheesy gratitude-list trap. Ten templates from family-table to soul-gospel with explicit scenes, banned phrases, and matching mood cues.
TikTok 15-Second Hook Lyrics Prompts: 10 Scroll-Stop Templates
Pre-reveal, POV scene, tell-me-without-telling-me, direct address, countdown, life-changed, controversy, wish-I-knew, dance challenge, exaggerated lip-sync — 10 TikTok 15-second scroll-stop hook lyric prompts.
TikTok Cover Image Prompts: 10 Scroll-Stop Thumbnail Templates
TikTok cover images fail when they look like a still frame instead of a hook. Ten copy-ready prompts engineered for the 9:16 grid with giant text space, reaction faces, and stop-the-scroll contrast.
TikTok UGC Hook Video Prompts: 10 First-Second Scroll-Stop Templates
UGC hooks fail when the first 1.5 seconds look polished — viewers scroll. These 10 lock handheld feel, eye-level lens, blurted-on-camera opener.
Tracking Shot Video Prompts: 10 Following-Subject Templates
Tracking shots are the single hardest camera move to get right in AI video. Ten copy-ready following-subject prompt templates for Sora, Veo, Kling, and Runway — front, side, back, orbit, handheld, drone.
Trap Anthem Lyrics Prompts: 10 Stadium-Trap Templates
Stadium-trap anthems live on shouted hooks, ad-lib pockets, and 808 slides. Ten copy-ready trap lyric prompts across Atlanta, Chicago, NYC flex, female trap, Latin trap, trap-metal, dirty south.
Trap Rap Lyrics Prompts: 10 Modern Trap Templates
Trap rap lyric prompts that produce real verses with half-time flow, melodic ad-libs, and modern subgenre textures. Ten templates from Atlanta trap to hyperpop-trap with bar counts and forbidden cliches.
Trending Meme Video Prompts: 10 Internet-Cultural Templates
Ten copy-ready trending-meme AI video prompts — ratatouille moment, CEO lifestyle satire, 30-day timelapse, POV chaos, side-of-the-internet reveals.
Viral Meme Chorus Lyrics Prompts: 10 Internet-Cultural Templates
Meme choruses are built on absurdity that brains keep replaying. Ten copy-ready prompt templates across nonsense-syllable, beatbox, one-word repeats, dance-callout, counting, Gen-Z slang.
Walking Portrait Video Prompts: 10 Walk-Up Templates
Walking portrait clips fail when the camera tracks too fast or shoes slide on the ground. These 10 templates lock pace, foot contact, gaze, and lens for clean 5-8 second walk-ups.
Wuxia Theme Lyrics Prompts: 10 Sword and Honor Templates
Wuxia lyrics that don't dissolve into generic 'jianghu sigh' wallpaper. Ten prompts for swordsmen, sworn brothers, vengeance, farewells — with rhyme locks and forbidden-cliche lists.
Xianxia Romance Lyrics Prompts: 10 Immortal-Love Templates
Xianxia romance lyrics that don't dissolve into generic 'three lifetimes' filler. Ten prompts for mortal-immortal love, karmic vows, sect tragedy — with rhyme locks and forbidden cliches.
YouTube Shorts 15-Second Lyrics Prompts: 10 Vertical-Video Templates
YouTube Shorts BGM lyrics live or die on a 15-second loop with one filmable action. Ten copy-ready prompts for life-hack reveals, before-after timelines, day-in-the-life vlogs, pet POVs, and cliffhanger storytelling.
YouTube Shorts Hook Video Prompts: 10 First-Second Templates
Ten copy-ready YouTube Shorts hook AI video prompts — arrow callouts, curiosity gaps, talk-to-camera scroll-stops, countdown opens, POV reveals.
Prompt Mixes System and User Instructions
Role / global rules stuffed into the user message — model can't prioritize, output bounces.
AI Gives Lists When Execution Is Needed
You asked the model to do the work; it returned an outline of how someone could do the work.
AI Ignores the Most Important Constraint
You listed five rules. The model honored four and quietly dropped the one that actually mattered.
AI Over-edits When Only a Light Rewrite Was Requested
You asked for a small polish; you got a complete rewrite that lost your voice and structure.
Ambiguous Evaluation Criteria Cause Weak Answers
You gave criteria, but the criteria are themselves vague — "engaging", "professional", "innovative" — so the model interprets freely.
Conflicting Instructions Weaken AI Output
Two parts of your prompt fight each other, so the model averages them and produces something nobody asked for.
Model Follows the Latest Sentence and Ignores the Earlier Rule
A casual aside at the end of your prompt overrides the careful rules you wrote at the top.
Long Background Hides the Actual Task
Your prompt has three paragraphs of context and one buried sentence asking for the deliverable — the model summarizes the background instead.
Missing Examples Leads to Output Drift
You described what you want in words; the model approximates. Add one concrete example and the approximation becomes a match.
Mixed Tone Instructions Create Unstable Output
"Professional but friendly, formal but warm, expert but accessible" gives the model conflicting tone targets.
Model Fills Missing Details With Unwanted Assumptions
You gave a partial spec; the model invented the rest to look complete.
Negative Constraints Are Too Vague
"Do not be generic" tells the model what not to do without telling it what to do.
No Output Format Specified — Why You Get a Wall of Prose
You wanted a structured answer; you got 600 words of paragraphs you cannot copy-paste anywhere.
Prompt Does Not State What Success Looks Like
Without a success criterion, "good" is whatever the model thinks looks confident.
Output Sounds Polished But Is Not Actionable
The answer reads beautifully and yet you cannot use any of it without rewriting.
Prompt Asks for "Best" Without Defining a Decision Rule
Without a decision rule, "best" defaults to whatever the model thinks sounds confident.
Prompt Copied From Another Task Fails Here
A prompt that worked great elsewhere produces nonsense for your current task because the assumptions do not transfer.
Prompt Uses Emotional Wording Instead of Operational Instructions
"Please make it amazing!" feels persuasive but tells the model nothing it can act on.
Prompt Lacks Context Hierarchy
You pasted everything as a flat block. The model cannot tell which lines are critical and which are background.
Prompt Lacks Source Material Hierarchy
You attached three documents and the model treated them as equally authoritative — including the outdated draft.
Prompt Does Not Define the Intended Audience
Without an audience, the model writes for an imaginary average reader and pleases no one.
Prompt Too Broad to Produce Useful Results
You asked a sweeping question and got a sweeping non-answer.
Role Instruction Alone Is Not Enough
"You are a senior engineer" sets a vibe but does not change the deliverable. You still need rules, format, and examples.
Requested Style Conflicts With Requested Output Format
"Be warm and conversational, return strict JSON" is two requests pulling in opposite directions.
Too Many Examples Overwhelm the Task
5+ examples can crowd out the instruction or push the model to imitate examples instead of executing the task.
Prompt Asks for Too Many Tasks at Once
You stacked five tasks in one prompt; the model did one well, one badly, and partially answered three.
AI Changes Scope Because the Task Boundary Is Unclear
You asked the model to do one thing; it also did three adjacent things you did not want.
About Page Copy Prompts: 12 Templates for Honest, Human Pages
About pages that build trust instead of corporate blandness. 12 prompt templates for origin, mission, team, values, and the boring-but-essential proof.
Academic Debate Prompts for Cases and Refutation
Debate prompts that build affirmative and negative cases, anticipate cross-examination, generate refutation blocks, and rehearse impact calculus — across policy, LD, and parliamentary formats.
Accessibility Regression Audit Prompts: 12 Templates Beyond axe-core
Stop shipping a11y regressions hidden behind "no axe violations". 12 prompts for keyboard order, focus management, screen-reader copy, and motion preferences.
Amazon A+ Content Prompts for Modules and Brand Story
Amazon A+ / Premium A+ content prompts — module-by-module copy for hero banners, comparison charts, brand story, and feature blocks that lift conversion without tripping Amazon style rules.
App Store Review Response Prompts to Lift Rating
App Store and Play Store review-response prompts — turn 1-star reviews into rating recoveries, handle bug reports, defuse anger, and document feature requests without sounding scripted.
App Store Screenshot Copy Prompts That Sell on the Scroll
App Store and Play Store screenshot caption prompts — the 3-7 word headlines stacked above each screenshot that decide whether a user installs after 1.5 seconds of scrolling.
ATS Resume Optimization Prompts: 12 Templates Without Keyword-Stuffing
12 prompt templates to make a resume ATS-parseable and human-readable — without the keyword-soup that ruins both.
Brand Positioning Statement Prompts for Audience and RTB
Brand positioning statement prompts — clear, defensible templates that name the target audience, the category frame, the single differentiator, and the reason to believe.
Brand Voice Definition Prompts for a Usable Voice Doc
Define a brand voice teams can apply. 12 prompt templates for tone axes, anchor adjectives, do/don't lists, and worked examples.
Bug Reproduction Prompts: 12 Templates for Minimal Repro Cases
Get from "it broke" to a minimal reproduction in one prompt. 12 templates for narrowing inputs, isolating env, capturing logs, and writing a repro that lasts.
Build Failure Investigation Prompts: 12 Templates for Red CI
Stop guessing at red CI. 12 prompt templates for narrowing build / test failures by environment, cache, dependency, flake, and order of operations.
Business Review Talking Points Prompts for QBR and MBR
12 prompt templates to convert dashboards and decks into talking points executives actually engage with.
Career Pivot Narrative Prompts for a Convincing Story
12 prompt templates for career switchers to tell a clear, honest, compelling story of why you're moving — without erasing your past.
Case Interview Prep Prompts for Consulting and PM Loops
12 prompt templates for case interview prep — market sizing, profitability, M&A, product launch, MECE framework, and pacing.
Changelog Generation Prompts: 12 Templates for Useful Release Notes
Stop dumping git log into release notes. 12 prompt templates to turn commits / PRs into a user-facing changelog that's honest, brief, and useful.
Churn Reason Analysis Prompts for Cancel-Flow Data
Churn-reason analysis prompts that turn cancel-flow surveys, exit interviews and downgrade trails into actionable retention work — separating reversible churn from inevitable churn.
CI/CD Pipeline Audit Prompts for Fast, Trustworthy Builds
When CI is slow, flaky, or lies green, you need an audit. 12 prompt templates for GitHub Actions / GitLab CI / CircleCI on caching, parallelism, secrets, and gates.
Codebase Convention Detection Prompts: 12 Templates to Read a New Repo
Inherited a 200-file codebase? 12 prompt templates to infer naming, layering, error-handling, and dependency conventions before you write a single new line.
Comment Reply Tone Prompts: 15 Templates to Sound Human at Scale
Comment-reply prompts that protect tone — fan, hater, edge-case, brand-voice replies for Instagram, TikTok, LinkedIn, and Xiaohongshu without sounding like a templated PR bot.
Comment-to-Content Prompts: Turn Replies Into Posts
Mine your comment section for posts the audience has already proven they want — extract topics, frame the comment as the inciting moment, and ship fast without losing context.
Community Engagement Prompts for Real Audience Loyalty
Community-building prompts for creators and brands — engagement rituals, member-of-the-week formats, conversation starters, and the rituals that turn passive followers into a community that returns weekly.
Company Research Prompts: 12 Templates for Interview-Ready Background
12 prompt templates to research a target company without drowning in fluff — products, market, culture, signals, and the right questions to ask back.
Comparative Theory Analysis Prompts for Lit Reviews
Prompts that compare competing theories on assumptions, scope, evidence, and predictive power — useful for theory papers, comp exams, lit reviews, and tutorial discussions.
Comparison Article Prompts: 12 Templates for "X vs Y" That Doesn't Suck
X-vs-Y articles often look biased and skim like AI sludge. 12 prompt templates for honest, useful comparison content.
Competitor Ad Analysis Prompts for Meta Ad Library
Competitor ad analysis prompts — structured teardowns of Meta Ad Library, TikTok, and Google ads, mapping hooks, offers, visuals, and creative-fatigue patterns into briefs you can act on.
Competitor Feature Comparison Prompts for Matrix Building
Competitor matrix prompts — build feature-by-feature comparison tables, find gaps, score yourself honestly, and convert the result into positioning and roadmap decisions.
Conversion-Focused CTA Prompts for Button Copy and A/B Tests
Conversion-focused CTA prompts — button text, microcopy under buttons, anti-friction CTA variants, and A/B test ideas grounded in real buyer hesitation points.
Copy Editing & Tone Polishing Prompts: 12 Templates for the Final Pass
12 prompt templates for the boring-but-essential edit: tighten, de-jargon, match brand voice, fix flow, and call out clichés.
Counterargument Generation Prompts for Stress-Testing Essays
Prompts that generate counterarguments worth answering — strongest-form objections, ideological cross-section, empirical pushback, and rebuttal scaffolds for essays and debates.
Creator Bio Optimization Prompts for Profiles That Convert
Creator-focused bio prompts for Instagram / TikTok / Xiaohongshu / X / LinkedIn — 150-character bios that win the follow within 3 seconds of profile arrival.
Creator Collaboration DM Prompts: 15 Templates That Earn a Reply
Outreach DM prompts for creator collabs, brand partnerships, podcast invites, and KOL deals — written to actually be read by busy creators and to filter low-signal pitches.
Cross-team Alignment Memo Prompts to Avoid Meetings
12 prompts to write the alignment memo that cancels the meeting — decision frame, trade-off table, async response design, escalation, post-decision record.
Customer Complaint Reply Prompts for DTC Support
DTC customer complaint reply prompts — empathetic, accountable, policy-clear templates for late delivery, wrong item, damaged goods, sizing miss, allergic reaction, and chargeback threats.
Customer Education Article Prompts for Help Articles
Education articles that actually answer the question and ship the user back to work. 12 prompt templates for help center, knowledge base, and onboarding articles.
Data Interpretation Prompts for Tables, Charts and Stats
Prompts that read data without spin — descriptive vs inferential, effect-size honesty, confounder hunts, chart-misuse detection, and exam-ready narrative.
Database Migration Review Prompts for Safe Schema Changes
Migration review prompts that catch lock-table-for-an-hour bugs, backfill races, and silent column drops. 12 templates for Postgres / MySQL / SQLite reviews.
Douyin Hook Prompts for First-3-Second Stops
Douyin (抖音) hook prompts — native Mandarin pacing, niche-aware structures, and the algorithm signals that decide whether your video gets pushed past 500 plays.
E2E Test Plan Prompts: 13 Templates for Playwright / Cypress
Turn flaky, screenshot-heavy e2e suites into a small, fast, deterministic plan. 13 prompt templates for selectors, fixtures, auth, flakes, and PR coverage.
Email Subject Line Prompts: 12 Templates for Open Rates That Survive
Stop sending "Newsletter #42". 12 prompt templates for subject lines that earn opens without tricking subscribers.
Etsy SEO Tag Prompts for Long-Tail and Gift Intent
Etsy SEO tag prompts — generate 13 tags that match Etsy search intent, balance broad with long-tail, and capture gift / occasion buyers without keyword stuffing.
Exam Weakness Diagnosis Prompts for Practice Test Review
Prompts that diagnose why you missed a question, not just that you missed it — error taxonomy, concept-vs-careless, time-management triage, and targeted revision plans.
Excel Formula Explanation Prompts for VLOOKUP and LAMBDA
Inherited a spreadsheet with 30 nested formulas? 12 prompt templates to explain, simplify, and document Excel / Google Sheets formulas clearly.
Executive Update Prompts: 12 Templates Execs Actually Read
12 prompts that turn weekly / monthly exec updates from status reports into decision-pushers — green-yellow-red, risks surfaced, asks up top, board-grade brevity.
FAQ Section Prompts: 12 Templates for High-Converting Product FAQs
Product / landing-page FAQs that lift conversion instead of dragging it down. 12 prompt templates for question selection, ordering, and concise answers.
Feature Launch Announcement Prompts for In-App and Email
Feature-launch announcement prompts for every surface — in-app banner, push, email, X / LinkedIn / Reddit post, changelog, press blurb — written from one source brief without losing voice across channels.
Feature Rollout Risk Review Prompts: 12 Templates for Safe Launches
Before you flip the flag, run a rollout risk review. 12 prompts for gradual rollout plans, observability gates, abort criteria, and customer comms.
Help Center FAQ Prompts for Product Support
Help-center FAQ prompts that surface the questions users actually ask, scaffold deflection-aware answers, and structure the help center so support volume drops without hurting trust.
Historical Timeline Prompts for Causal Narratives
Prompts that build historical timelines beyond date dumps — causal chains, simultaneous-event panels, primary-source anchors, and study-ready outputs for essays and exams.
Holiday Sale Copy Prompts for BFCM, Christmas & 11.11
Holiday sale copy prompts — urgency without manipulation, discount language that does not cheapen the brand, and channel-specific copy for BFCM, Christmas, 11.11, and 6.18.
Homepage Copy Prompts: 12 Templates for Hero / Section / CTA
Homepage copy that converts. 12 prompt templates for hero hook, value prop, social proof, feature framing, and the final CTA.
Instagram Carousel Outline Prompts for 7-10 Slide Stories
Carousel outline prompts engineered for save rate — slide-by-slide pacing, cover-slide payoff, last-slide CTA, and the 3 carousel formats that actually convert in 2026.
Interview Question Prediction Prompts: 12 Templates to Prep Smarter
12 prompt templates to predict the actual questions you'll be asked — based on JD, level, company style, and interviewer background.
Job Description Fit Analysis Prompts: 12 Templates Before You Apply
12 prompt templates to analyse a JD honestly — what they really want, where you fit, where you don't, whether to apply.
KPI Commentary Prompts: 12 Templates for Numbers That Tell a Story
12 prompt templates to turn dashboards into commentary leadership can act on — without re-stating the numbers.
Landing Page Hero Copy Prompts for Above-the-Fold Blocks
Landing page hero copy prompts — headline, subhead, trust line, primary CTA, and hero image direction for the above-the-fold block that decides whether the buyer scrolls.
Journal Article Summary Prompts: 15 Templates That Beat "TL;DR My Paper"
Prompts that summarize a journal article without flattening it — IMRAD-aware, methods-honest, limitation-aware, with citation-ready output for lit reviews and reading logs.
LinkedIn Headline Prompts: 12 Templates Recruiters Actually Stop On
Your LinkedIn headline gets seen 100x more than your bio. 12 prompt templates for headlines that earn the click without sounding like a guru.
Literature Matrix Prompts for Systematic Lit Reviews
Prompts that build, populate, and query a literature matrix — the row-per-paper, column-per-attribute table that anchors any serious lit review, thesis, or systematic review.
Long-form Article Expansion Prompts for Real Depth
You have a 800-word draft. You need 2,500. 12 prompt templates to expand legitimately — research, examples, counter-points, depth — without bloating.
Migration Plan Prompts: 12 Templates for Framework / DB / Auth Moves
Migration prompts that produce a real phased plan — not "rewrite everything in Rust". 12 templates for Next.js, React Router, Postgres, auth provider, monorepo, monolith→service.
Multi-Agent Handoff Prompts for Claude Code Subagents
12 prompt templates to hand work between Claude Code subagents — research → plan → implement → review → ship — without losing context.
MVP Validation Experiment Prompts for Landing & Smoke Tests
MVP validation prompts that design cheap, falsifiable experiments before any code is written — landing pages, smoke tests, fake doors, concierge MVPs, and Wizard-of-Oz tests with clear success criteria.
Negative App Review Analysis Prompts for Root-Cause Themes
Negative-review analysis prompts that cluster 1-2 star reviews by root cause, separate symptoms from real problems, and surface the 3 fixes that would lift the rating most.
One-on-One Preparation Prompts: 12 Templates Beyond "Anything on Your Mind?"
12 prompt templates to prep 1:1s — manager, direct, or skip-level — with topics that surface friction, growth, and decisions, not status.
Paid Ad Hook Prompts for Meta, Google and TikTok
Paid ad hook prompts — first-3-second openers for Meta, Google, and TikTok ads that earn the next 7 seconds, without superlatives or claim violations.
Performance Regression Audit Prompts: 12 Templates for p99 Triage
When p99 spikes, you need triage not vibes. 12 prompt templates for diffing perf signals, hunting N+1s, JS bundle bloat, render storms, and DB plan changes.
Personal Brand Content Pillar Prompts for Creators
Pillar architecture prompts for creators and solopreneurs — define 3-5 pillars, generate post-level briefs per pillar, and build a sustainable cross-platform calendar that scales without burning you out.
Policy & Terms Plain-English Rewrite Prompts
Privacy policies and terms users read once or never. 12 prompt templates to rewrite them in plain English without breaking the legal meaning.
Policy Summary Prompts for One-Page Internal Policies
12 prompt templates to summarise long policies — HR, IT, security, vendor — into one-pagers employees retain.
PR Review Prompts: 14 Templates for AI-Assisted Code Review
AI PR review prompts that surface real issues — diff-scoped, change-aware, blast-radius aware. 14 templates for security / perf / tests / docs / risk.
PRD Outline Prompts: 15 Templates for the Structural Skeleton of a PRD
PRD outline prompts that produce the table of contents and section skeleton — not the prose. For PMs who want a defensible structure before writing a single paragraph.
Presentation Speaker Notes Prompts That Aren't Read Aloud
12 prompt templates for speaker notes that prep the speaker without becoming a script — including timing, transitions, and what to NOT say.
Press Release Rewrite Prompts for a Journalist's Inbox
Most press releases get deleted in 5 seconds. 12 prompt templates to rewrite yours so a busy journalist actually opens, reads, and quotes you.
Pricing Hypothesis Prompts for Freemium, Tiers and Anchors
Pricing-hypothesis prompts that help founders and PMs stress-test packaging, tier structure, free vs freemium vs trial choice, anchor and decoy pricing, and willingness-to-pay before testing in market.
Problem-Solution Article Prompts That Earn Reader Trust
12 prompt templates for problem-solution articles that diagnose a real problem first and earn the right to suggest a solution.
Product Launch Campaign Prompts for Marketing Teams
Product launch campaign prompts — sequenced copy across pre-launch teasers, launch-week broadcasts, and post-launch retention for DTC, Shopify, and Amazon brand launches.
Product Positioning Prompts: 15 Templates in the April Dunford Style
Positioning prompts for founders and PMMs — define market category, real alternatives, unique value, target segment, and the story that follows. Anchored in the April Dunford "Obviously Awesome" framework.
Product Problem Statement Prompts for PMs and Founders
Problem-statement prompts for PMs and founders — write the "we are solving X for Y because Z" framing that anchors every PRD, pitch and roadmap decision before any feature exists.
Project Risk Analysis Prompts: 12 Templates Beyond a Risk Register
12 prompts to surface project risks early — by category, dependency, schedule, scope, stakeholder, vendor — and decide what to mitigate, accept, transfer, or avoid.
Quarterly Planning Prompts: 12 Templates Beyond a Wish List
12 prompt templates to run an honest quarterly plan — fewer commitments, clearer trade-offs, real capacity math.
Reading Comprehension Prompts for Active Reading
Prompts that turn passive reading into active comprehension — gist-vs-detail checks, author intent, inference traps, vocabulary in context, and exam-style question generation.
Instagram Reel Caption Prompts: 15 Templates That Earn the Save
Reel caption prompts that drive saves, shares, and watch-through — hook-aligned captions, CTA architecture, and the format that pairs with how Reels actually surface in 2026.
Refund Explanation Prompts for Clear, Empathetic Replies
Refund explanation prompts — clear, empathetic, policy-grounded responses for full refunds, partial refunds, denied refunds, restocking fees, and refund timeline questions.
Research Gap Identification Prompts for Lit Reviews
Prompt templates that turn a stack of papers into a named, defensible research gap — methodology gaps, population gaps, theoretical gaps, and the framing language reviewers actually accept.
Release Checklist Prompts: 13 Templates for Safe Production Deploys
Release-day prompts that build a real go/no-go checklist — not a generic "check the build". 13 templates for staging / canary / rollback / observability.
Research Question Refinement Prompts for FINER Questions
Prompts that take a vague topic and produce a FINER (Feasible, Interesting, Novel, Ethical, Relevant) research question — scope narrowing, variable mapping, PICO / PEO framing, and feasibility audits.
Salary Negotiation Prep Prompts Before the Offer Lands
Negotiation starts long before the offer. 12 prompt templates to build your range, anchor, BATNA, and scripts for the actual conversation.
Short-form Storytelling Prompts for 30-90 Second Arcs
Storytelling prompts for Reels / TikTok / Shorts / Xiaohongshu — 30-90 second arcs that hook, escalate, and land a single emotional beat without the bloat of long-form.
Short-form Summary Prompts: Compress Without Losing Truth
12 prompt templates to summarize an article, paper, video, or thread to 100 / 250 / 500 words — without flattening nuance.
Short Video CTA Prompts: 15 Templates to Convert Watches Into Action
Short-form video CTA prompts — the line at the end of a Reel / TikTok / Short that turns a view into a follow, save, click, or DM, without sounding like a salesman closing.
Social Media Repurposing Prompts for Cross-Platform Posts
Repurposing prompts that turn one strong post into 5-10 platform-native variants — without sounding like recycled copy. Long-form to short-form, blog to thread, podcast clip to carousel.
Source Credibility Check Prompts for Citation Audits
Prompt templates to audit a source before citing it — author authority, evidence base, peer review status, conflict of interest, publication bias, and citation chain integrity.
Spreadsheet Error Diagnosis Prompts for #REF! and #N/A
When a sheet breaks 30 minutes before a deadline. 12 prompt templates to diagnose #REF!, #N/A, #VALUE!, circular refs, and silent miscalculations.
STAR Answer Improvement Prompts for Behavioural Stories
12 prompt templates to upgrade existing STAR answers — tighter situation, sharper task, measurable result, and a clean lesson.
Strengths & Weaknesses Answer Prompts for Interviews
The strengths/weaknesses question is the easiest to mess up. 12 prompt templates to answer honestly, specifically, and with a credible growth arc.
Study Reflection Prompts: 15 Templates for Honest Weekly Self-Reviews
Reflection prompts that surface what actually worked in your study week — Feynman explanation gaps, retrieval-vs-recognition audits, time-on-task honesty, next-week planning.
Technical Debt Prioritization Prompts: 12 Templates Beyond a Backlog
12 prompt templates to triage tech debt by impact × effort × decay risk — not by "how loud the engineer who hates it is".
Trend Adaptation Prompts for Riding Trends Without Cringe
Adapt platform trends to your niche without feeling cringe — extract the underlying pattern, fit your angle in 30 minutes, and ship before the trend dies, with safety rails for brand-sensitive accounts.
Tutorial Outline Prompts: 12 Templates for Step-by-Step Guides
Outline tutorials that learners actually finish. 12 prompt templates for level-appropriate steps, prerequisites, success checks, and reuse.
Unit Test Generation Prompts: 14 Templates That Actually Catch Bugs
Stop asking AI to "write tests for this." 14 unit-test prompt templates for boundary cases, error paths, mocks, fakes, parameterized suites, and regression locks.
User Feedback Clustering Prompts for Themed Insights
Feedback-clustering prompts that compress hundreds of support tickets, survey responses, NPS comments and reviews into 8-12 actionable themes — with counts, severity, and proposed actions.
User Retention Experiment Prompts for D1, D7, D30 Lifts
Retention-experiment prompts that design single-variable D1 / D7 / D30 lifts, separate true retention gains from short-term noise, and convert results into shippable habit-loop changes.
Language Vocabulary Practice Prompts: 15 Templates Beyond Word Lists
Vocabulary prompts that move beyond flashcards — collocations, register-aware drills, false-friends, spaced retrieval, and natural-context production exercises.
Why This Company Answer Prompts: 12 Templates Beyond "I Admire Your Mission"
Stop saying "I admire your mission". 12 prompt templates to craft a "Why this company" answer that is specific, honest, and reflects real research.
Workflow Bottleneck Analysis Prompts: Find Where Work Stalls
12 prompts to find the real bottleneck — cycle-time decomposition, wait-vs-work split, approval-chain audit, rework rate, WIP limits, and a 90-day remediation roadmap.
Workload Prioritization Prompts: 12 Templates to Decide What Not to Do
12 prompt templates to triage your week / quarter — by impact, decay, dependency, and energy — without re-doing your inbox.
Xiaohongshu Viral Hook Prompts for Titles That Earn Taps
Xiaohongshu hook / title prompts that survive the 小红书 algorithm — native KOC voice, emoji-led structures, curiosity gaps, and the contrarian patterns that earn an actual open.
Architecture Review Prompts for Layer and Dependency Audits
Architecture review prompts that surface real layering bugs, dependency cycles, and boundary leaks — not generic "consider DDD" advice.
Beauty Product Description Prompts for Skincare & Makeup
Beauty / skincare description prompts — ingredient storytelling, claims compliance, sensory copy, and the structure DTC beauty pages need to convert without tripping FTC / ASA / NMPA.
Behavioral Story Mining Prompts for STAR Stories
Mine STAR stories from your work history — 15 prompts for memory extraction, theme clustering, gap detection, and building a behavioral story bank that covers any loop.
Consumer Electronics Selling Point Prompts
Tech / consumer-electronics selling-point prompts — translate specs into buyer outcomes, dodge spec-sheet death, and frame the one number that actually matters per category.
Cover Letter Customization Prompts: 15 Templates to Tailor Per Company
Customize one cover letter per company without rewriting from scratch — 15 prompts for company-research-driven hooks, JD-specific bridges, product references, and reusable templates.
Decision Summary Prompts: 15 Templates for Memos People Actually Read
Decision memo prompts — 1-pager, ADR-format, options table, RACI summary, reversible vs irreversible, escalation, rollback. Make decisions findable and replayable.
Firebase Config Audit Prompts for Rules and Functions
Firebase config audit prompts — Firestore / Realtime DB / Storage rules, indexes, Cloud Functions, Auth, App Check, hosting.
Full Repository Audit Prompts: 15 Templates for Whole-Project Review
Whole-repo audit prompts for Claude Code / Codex — architecture smells, dead code, security risks, dependency drift, test coverage gaps, in one structured pass.
Luxury Product Description Prompts for Heritage and Craft
Premium product copy prompts — heritage language, craftsmanship detail, restraint, and exclusivity cues that hold a luxury price tag without sounding like a parody.
Next.js App Router Review Prompts for Server Components
Next.js App Router code review prompts — server vs client boundaries, server actions, route handlers, fetch caching, revalidation, streaming.
Process Improvement Prompts: Find What's Actually Broken
Process improvement prompts — value-stream map, friction inventory, retro deep-dive, automation candidates, handoff audit, cycle-time decomposition. Spot the real bottleneck.
Resume Achievement Quantification Prompts for Bullets
Convert vague duty bullets into quantified impact — 15 prompts covering proxy metrics, scope estimation, time-saved math, before/after diffs, and honest range-bracketing.
Resume Keyword Matching Prompts: 15 Templates to Beat the ATS Filter
Match resume to JD keywords with 15 angle-specific prompts — ATS extraction, hard vs soft classification, density check, synonym expansion, multi-JD overlap, and fit ranking.
Stakeholder Update Email Prompts: 15 Templates People Actually Open
Stakeholder update email prompts — scannable, action-oriented, no waffle. Weekly status, blocker escalation, milestone hit, slipped date, exec rollup, cross-team ask.
Supabase RLS Policy Review Prompts for Auth and Roles
Supabase Row-Level Security review prompts — auth.uid() checks, role policies, INSERT/UPDATE/DELETE coverage, storage bucket RLS, function security.
AI Image Prompt Basics: 5 Components, 3 Traps to Avoid
The five components every usable AI image prompt needs — and the three traps that flatten output.
How to Plan an Image Prompt Library
A reusable prompt library beats reinventing the wheel every Monday. Here is how to build one.
How to Write Short-Form Video Prompts (TikTok / Reels / Shorts)
Short-form has its own visual grammar — vertical, fast, hook-driven. AI prompts need to match.
AI Video Prompt Basics: 6 Parts Sora, Veo, Kling Need
The 6 components every AI video prompt needs — written for Sora, Veo, Kling, Runway, and the rest.
How to Write Better Suno Prompts
Suno prompts are not English sentences. They are recipe cards. Here is the structure that actually changes the output.
AI Answer Is Too Vague — How to Force Specifics
You asked a real question and got a "depends on your situation" non-answer.
AI Video Transition Looks Awkward
Cut between two AI clips feels jarring — match motion, color, and pacing.
AI Image Gives Extra Fingers / Bad Hands
Six-finger hands are still common. Negative prompts + targeted regeneration.
AI Hallucinated Facts — How to Detect and Reduce
The model confidently produced wrong facts, citations, or API calls.
AI Image Never Matches the Prompt
Model ignores big chunks of your prompt — usually prompt order, weight, or contradiction.
Keep AI Image Style Consistent: 6 Methods for a Cohesive Series
AI-generated series images drift in style across every shot. Six controllable methods — style header prompts, seed locking, style reference, palette limits, LoRA, and image-to-image chaining.
AI Image-to-Video Drifts From Reference
Start with image A, end with someone else. Motion strength + identity anchors fix it.
AI Lip Sync Mismatch in Generated Video
Mouth movements don't match the audio you generated separately.
AI Output Style Keeps Drifting — How to Pin It
Tone, voice, or format keeps changing turn over turn even though the prompt is the same.
AI Image Realism Looks Plastic / Fake
Realistic prompts come out plastic-looking. Cause: lighting and skin/material cues.
AI Product Image Looks Fake / Doesn't Sell
Studio shot AI prompts often produce uncanny products. Lighting, lens, and surface cues are the fix.
AI Rewrote a Critical Section You Did Not Want Touched
You asked for an edit to one part — and AI quietly rewrote logic elsewhere.
AI Image Text is Unreadable / Misspelled
Models still struggle with text-in-image. Two strategies: short words or post-edit.
AI Video Background Flickering
Background flickers between styles or shapes. Causes: prompt fight, motion strength, model.
How to Improve Motion Consistency in AI Videos: 7 Methods That Reduce Breakage
AI video models break motion: extra fingers, faces morphing, objects vanishing. These are universal weaknesses. Seven actionable methods to make Sora, Veo, Kling, and Runway clips far more consistent.
AI Video Motion Jitter — Stop Frame Popping
Subjects pop in and out across frames. Causes: too many actions, bad start/end pose, low fps.
AI Video Subject Morphing Mid-Clip
Person turns into someone else half way through. Identity anchoring helps.
AI Video Feels Too Static
Your AI video is a still with 5-pixel parallax. Add strong verbs, raise motion strength, and name a camera move — the three fixes for under-motion.
AI Image Composition is Weak / Boring
Subject dead-center, no depth, no leading lines. Composition cues fix it.
Long Prompt Makes the Answer Worse — How to Fix the Shape
The prompt is detailed and exhaustive, yet the answer is vague, off-target, or generic.
Why Longer Prompts Give Worse Results: 5 Fixes (LLM Length Paradox)
You write a 500-word 'super prompt' and get worse output than a 100-word one. This is the LLM length paradox.
Prompt Triggered an Unexpected Refusal — How to Reframe
A legitimate task was refused or partially blocked by the safety system.
Abandoned Cart Email Prompts: 12 Templates for Recovering Lost Revenue
12 prompts to write cart-abandon emails that recover sales — sequence design, friction-finder, objection-handler, no-discount-needed options.
Acceptance Criteria Prompts: 12 Templates for Testable, Unambiguous AC
12 prompts to convert fuzzy user stories into testable acceptance criteria — Given/When/Then, edge cases, negative paths, non-functional reqs, cross-team contracts.
Accessibility Audit Prompts for WCAG Frontend Reviews
12 prompts that walk a page like a keyboard-only and screen-reader user — semantics, focus, ARIA widgets, contrast, modal stacks, live regions, WCAG mapping.
Action Item Extraction Prompts with Owner and Deadline
17 copy-ready prompts to extract clean action items from emails, Slack threads, transcripts, and meeting notes — every item with owner, action, deadline, and dependency.
Ad Creative Prompts: Hooks, Headlines, Variants at Scale
12 prompts to generate ad creative at scale — hooks, headlines, primary text, variant batches, fatigue refresh, persona splits, platform-native pacing, and creative-from-data.
Amazon Bullet Point Prompts: Win the Buy Box Above the Fold
12 prompts for Amazon bullets and A+ Content that lift conversion without sounding spammy — buyer-doubt bullets, negative-review mining, marketplace adaptation, mobile-truncation tests.
API Contract Review Prompts for REST and GraphQL
15 prompts that pressure-test REST and GraphQL contracts before they ship — naming, status codes, error model, breaking changes, pagination, N+1, field-level auth.
App Onboarding Copy Prompts: First-Use Magic in 2 Seconds
12 prompts for in-app onboarding copy — welcome screens, permission asks, empty states, tooltips, aha-moment pitch, activation pushes, re-onboarding, accessibility — all tight, action-led.
App Store Listing Prompts: Title, Subtitle, Screenshots Copy
12 prompts for App Store / Google Play listing copy that ranks AND converts — title pairs, subtitle, promo text, screenshot captions, ASO keywords, localization.
Argument Strengthening Prompts for Defensible Essays
12 prompts to harden arguments — evidence-gap audit, unstated-premise finder, logical-leap detector, steelman pass, falsifiability check, conclusion sharpening.
Article Rewrite Prompts: 17 Ways to Edit Without Losing Voice
17 copy-ready prompts to tighten, restructure, localize, translate, and refresh articles without flattening voice into AI-grey.
Behavioral Question Prompts: Common Asks and Spike Answers
12 prompts that build a behavioral story bank for the top recurring themes — disagreement, mistakes, failure, initiative, difficult teammates, role-specific predictions.
Blog Conclusion Prompts: 12 Endings That Convert
12 prompts that turn flat blog conclusions into clear next-action paragraphs — recap, takeaway, decision matrix, FAQ pivot, share-trigger, content-bridge variants.
Blog Introduction Prompts: 14 Hooks That Stop the Scroll
14 prompts that earn the first 80 words back from the bounce — search-intent payoffs, contrarian leads, problem-agitate, data hooks, pattern-break openers, by reader temperature.
Blog Outline Prompts: 17 Templates for Articles That Actually Rank
17 copy-ready blog outline prompts for SEO posts, pillar pages, comparison articles, and cluster content — the outline does the heavy lifting so the draft writes itself.
Brand Story Prompts: Founder Story, Origin, Values
12 prompts that force a brand story past 'we believe in changing the world' — founder origin scenes, anti-positioning, values with real commitments, what-we-don't-do.
Bug Audit Prompts: Hunt Hidden Bugs Before Prod
13 prompts to systematically hunt hidden bugs in code before they ship.
Campaign Slogan Prompts: 5-Word Bullets that Stick
12 prompts for campaign slogans that are punchy, memorable, and ownable — stance-led, verb-anchored, anti-positioned, and tested against the swap test.
Carousel Post Prompts for Instagram and LinkedIn
12 prompts to design carousel posts — slide-by-slide narrative, cover hook, save-worthy summary, and end-card CTA.
Case Study Prompts: 12 Templates for B2B & SaaS Customer Stories
12 prompts that turn marketing-fluff case studies into pieces skeptical buyers actually finish — real numbers, alternatives considered, decision moment, what they'd do differently.
Claude Code Execution Prompts: Plan, Build, Verify
12 prompts to brief Claude Code (or Codex) on real engineering tasks — scoped features, surgical bug fixes, migrations, refactors, TDD, perf work, debugging, code review.
Code Review Prompts: Beyond "Looks Good to Me"
13 prompts for AI code review that surfaces real issues — bugs, security, performance, readability, tests.
Concept Comparison Prompts: 12 Templates for Side-by-Side Explanations
12 prompts that turn 'these two seem similar' into a discriminating side-by-side — definitions, decision tree, worked examples, edge cases, exam cheat-sheet.
Content Calendar Prompts: Plan 4 Weeks in 30 Minutes
11 prompts to build a 4-week content calendar with reactive slack, repurpose plans, launch countdowns, monthly post-mortems, and SEO-pillar grounding.
Cover Letter Prompts: 15 Foundation Templates (Before Per-Company Customization)
15 base cover-letter prompts that reference one specific thing — the foundation layer before you tailor per company. For the role-specific tailoring pass, see the customization prompts.
CTA Prompts: 13 Templates for Persuasive Call-to-Actions
13 prompts to write CTAs that match the reader's temperature — button copy, in-line links, end-of-post asks, soft CTAs, friction-explicit variants, A/B sets.
Database Schema Review Prompts for Safe Migrations
12 prompts that walk a schema like a future migrator — normalization, indexes, FK cascades, nullability, soft-delete, JSON columns, migration safety, ORM diff.
Deployment Check Prompts: Pre-Launch and Post-Deploy Checklists
12 prompts to pre-flight your deployment — env vars, DNS, cache, observability, rollback drill, post-launch monitoring, security headers, status page comms.
Email Marketing Prompts: Welcome to Re-engagement
12 prompts for emails that earn the next open — welcome series, cart recovery, post-purchase, re-engagement, segment-aware promos, subject-line A/B, deliverability check.
Email Reply Prompts: Inbox Triage in Minutes
12 prompts to triage, draft, and tighten email replies without sounding like a bot — covers holding replies, polite declines, recovery from missed mail, and bulk templating.
Email Writing Prompts: Internal, Cold, Follow-up
12 prompts that cap email length, force one ask, and respect the reader's time — status updates, cold outreach, follow-ups, apologies, intros, polite no's.
Essay Thesis Prompts for Sharp, Defensible Statements
13 prompts to draft and pressure-test essay thesis statements — argumentative, defensible, narrow enough, with built-in counterargument awareness.
Etsy Listing Prompts: Title + Tags + Description
12 prompts built for Etsy's search algorithm and buyer mindset — handmade, gift-driven, mobile-first. Covers titles, 13 tags, occasion variants, shipping, restock, and refresh.
Exam Revision Plan Prompts for Spaced, Realistic Study
12 prompts that build exam revision plans grounded in your real hours and weakest topics — diagnostic-first, spaced repetition, daily check-ins, last-week sprint.
Excel / Spreadsheet Analysis Prompts
11 prompts that feed AI schemas and aggregates instead of 5,000 raw rows — clean columns, outlier hunts, pivots, narrative reports, formula explainers, sanity audits.
Executive Summary Prompts for One-Page Exec Briefs
12 prompts that force conclusion-first exec briefs — decision-ready TL;DRs, board-ready 1-pagers, ask-up-front memos, risks named, length policed under 200 words.
Explain Complex Concepts: ELI5 to PhD, 12 Prompts
12 prompts that hit the exact depth you need — ELI5, undergrad, PhD, ladder, analogy with caveats, historical trace, spot-the-flaw quiz, two-expert dialogue, and more.
FAQ Writing Prompts: 18 Templates for Real Questions, Real Answers
18 copy-ready prompts to write FAQ sections that handle real objections — product pages, pricing, help centers, enterprise sales — pulled from real customer signal, not invented.
Feature Prioritization Prompts: RICE, MoSCoW, Kano
12 prompts for feature prioritization with RICE, MoSCoW, Kano — plus anti-priority lists, surprise reprioritization, stakeholder framing, kill criteria, and dependency mapping.
Flashcard Prompts: 12 Recipes From Notes to Anki Deck
12 prompts to generate atomic flashcards in Anki, Mochi, and Notion-friendly formats — cloze, image-occlusion, code, language, reverse pairs, and spaced-review priority cards.
Growth Experiment Prompts for Designing and Reading Tests
12 prompts to design growth experiments that won't waste a quarter — falsifiable hypothesis, sample-size math, guardrail metrics, and honest reads of flat or negative results.
Handover Document Prompts for Project and Role Transitions
11 prompts for handover docs that survive your absence — decision rationale, in-flight risks, tacit knowledge dump, stakeholder map, and the open loops the next owner inherits.
Interview Debrief Prompts for Lessons From Every Round
11 prompts for honest interview debriefs — same-day raw recall, question-by-question scoring, cross-loop pattern detection, and a drill plan tied to your actual weak spots.
Interview Thank-You Email Prompts That Move You Forward
12 prompts for post-interview thank-you emails that actually carry weight — reinforce one signal, repair the question you bombed, address one sensed concern, propose one useful next step.
JD Matching Prompts: 17 Templates to Stop Applying to Mismatched Roles
17 copy-ready prompts to score JD-fit, surface must-haves, find gaps, build talking points, customize resume bullets, and decide whether to even apply.
Jobs-to-be-Done Prompts for JTBD Interviews and Statements
12 prompts to apply JTBD rigorously — switch-trigger interviews, defensible job statements, functional/emotional/social splits, and using JTBD as a feature-cut filter instead of a brainstorm toy.
Landing Page Copy Prompts: 18 Templates from Hero to Final CTA
18 copy-ready prompts for every section of a high-converting landing page — hero headline, value prop, social proof, FAQ, pricing, CTA, and conversion-focused rewrites.
Landing Page Section Prompts for High-Converting Blocks
12 prompts that make every landing-page block earn its space — hero, social proof, problem-agitate, features, comparison, pricing, FAQ, risk-reversal, final CTA, and a section-order audit.
Language Learning Prompts: Conversation, Grammar, Translation
12 prompts that make AI a real language tutor — leveled roleplay, targeted grammar drills, back-translation checks, pragmatics, dictation, exam-style mocks, and an honest level-check probe.
Lecture Notes Cleanup Prompts for Study-Ready Material
11 prompts to turn raw lecture notes into revision material — rebuild structure, flag gaps without inventing facts, add worked examples, glossary, cross-lecture links, and self-test questions per section.
LinkedIn Bio Prompts: 12 Templates Recruiters Actually Read
12 prompts for LinkedIn headlines, About sections, Experience bullets, and recommendations — outcome-led, specific, no corporate filler that recruiters skip.
LinkedIn Post Prompts: 12 Formats That Earn Shares Without Cringe
12 prompts for LinkedIn posts — thinking, case study, hiring, contrarian, milestone, carousel — opinion-led with concrete evidence, no corporate-speak.
LinkedIn Thought Leadership Prompts for Real Attention
12 prompts for LinkedIn thought-leadership posts that earn replies — failure lessons, contrarian takes, founder vulnerability, numbers-plus-narrative, and reply-magnet questions. No humble-brag.
Literature Review Prompts: Synthesize, Not Summarize
12 prompts for literature review that actually synthesizes — consensus vs debate maps, shared-assumption detection, gap analysis, methodology comparison, and a related-work section positioned against your contribution.
Marketplace Listing Title Prompts for Amazon, eBay, Etsy
13 prompts for marketplace titles tuned per platform — Amazon 200-char brand-first, Etsy long-tail, eBay attribute-dense 80, Mercari skimmable 40, plus A/B test planning and CTR-rewrite of a flat listing.
Meeting Agenda Prompts for Decisions, Not Discussion
12 prompts for agendas that produce a decision, not a discussion — named decision-maker, time-boxed sections, a should-this-be-an-email filter, and a draft for cancelling the recurring meeting nobody needs.
Meeting Notes Prompts: 17 Templates from Transcript to Decisions
17 copy-ready prompts to turn meeting transcripts and recordings into clear notes — decisions, actions, parking lot, executive summaries, and recap emails.
Meta Description Prompts: 14 Templates for Higher Search CTR
14 prompts for meta descriptions that earn the click — search-intent payoff, listicle, comparison, without-X angle, CTR rewrite, and a diagnose-and-fix for the ones Google quietly rewrites.
Mock Interview Prompts: 13 AI Drills That Actually Prepare You
13 prompts that put AI in adversarial-interviewer mode — behavioral with follow-up probes, system design with real pushback, take-home review, senior-to-staff calibration, and a scored post-mock report.
Monthly Business Review Prompts for MBR Decks
11 prompts for MBR decks that drive decisions in 8 slides — headline summary, R/Y/G initiative status, metric-move narratives, top-3 risks with triggers, asks with owners, and pre-cooked Q&A.
MVP Scope Prompts for Cutting Down to What Validates
12 prompts to scope an MVP that actually validates — testable hypothesis, 30%-backlog cut, Wizard-of-Oz / smoke-test alternatives, 6-week time-box, kill/pivot/double-down criteria.
Negative Review Response Prompts for Customer Recovery
12 prompts for negative-review replies that defuse without sounding canned — false-claim corrections, shipping/defect handling, App Store crash replies, late-reply repair.
Networking Outreach Prompts for Cold DMs and Emails
13 prompts for cold networking that gets replies — alumni DMs, podcast follow-ups, career-switch outreach, referral asks before vs after applying, dormant-contact re-engagement, and investor cold emails.
Newsletter Prompts: From Idea to Send in 30 Min
12 prompts for newsletters that get opened and read — subject lines by intent, first sentences that earn the second, curation vs deep-dive outlines, A/B subject pairs, re-engagement flows, send-day forensics.
Offer Comparison Prompts: 12 Templates to Decide Between Job Offers
12 prompts for honest offer comparisons — risk-adjusted equity math, 12-month role projection from interview signals, 5-year reversibility test, counter-offer drafter, and the tiebreaker questions spreadsheets miss.
PDF Summary Prompts: 17 Templates for Reports, Papers, and Contracts
17 copy-ready prompts for summarizing PDFs at the right depth — glance, executive, section-by-section, critical reading, contract review, and multi-PDF comparison.
Performance Optimization Prompts: 13 Templates for Real Speed Wins
13 prompts for performance work that actually moves a number — measure-first bottleneck ID, LCP / CLS / N+1 / TTFB / bundle / cache fixes, before-after Web Vitals diffs, and a premature-optimization detector.
Personal Brand Prompts: Voice, Niche, Positioning
12 prompts to define and refine a personal brand — voice, niche, positioning, content pillars, anti-brand, rebrand path. Stop sounding like every other 'I share thoughts on tech' bio.
Pop Love Song Lyrics Prompts for Vivid Choruses
Pop love song lyrics that don't drift into 'you are my everything' clichés. Eight prompt templates with verse-chorus structure, forbidden phrase lists, and chorus image+action rules.
PPT Outline Prompts: From Idea to Slide Deck
12 prompts to outline slide decks — exec updates, sales pitches, training, kickoff, board, all-hands, conference talk. One-idea-per-slide and an actual story arc.
PRD Draft Prompts: From Idea to First Draft
12 prompts to draft PRDs at different scopes — feature, epic, MVP, mockup spec, vendor brief, risk register, integration, deprecation, A/B — with built-in 'what we're NOT doing'.
Product Description Prompts: Bullets That Convert
12 prompts for product descriptions that pass mobile-scan, answer buyer questions, and rank.
Product Explanation Prompts: Explain Without Jargon
12 prompts to explain what a product does — from one-liner to 3-min pitch — without jargon, category-bloat, or 'AI-powered next-gen platform' filler that means nothing.
Product FAQ Prompts for FAQs That Cut Support Tickets
12 prompts for product FAQs that cut support tickets — mined from real support transcripts, review hesitations, pre-purchase objections, and competitor Q&As. Plus a pruning audit for FAQs nobody asks.
Project Planning Prompts: From Goal to Sprint Plan
11 prompts to turn a goal into milestones, sprints, RACI, critical path, risk register, scope-cut menu, and a status update — without losing the why.
Product Title Prompts: SEO + Conversion in One
12 prompts to write product titles that rank in search AND convert browsers — Amazon formula, Etsy mobile-first, Shopify outcome-led, bundle disambiguation, holiday variants, and A/B test pairs.
Promotional SMS Prompts for Campaigns That Get Opened
12 prompts to write promotional SMS — within 160 chars, with consent-respecting framing, clear sender, easy opt-out, and lift-driving CTAs.
Quiz Generation Prompts: Active Recall on Demand
12 prompts to generate quizzes from notes, textbooks, lectures, or videos — fact-recall, application, misconception-targeting, spaced repetition, and post-mortem drills.
Rap Lyrics Prompts for Trap, Drill and Boom-Bap Verses
Rap lyric prompts that produce real verses with proper flow and rhyme density, not end-rhyme jingles. Ten templates with bar counts, flow specs, imagery rules, and forbidden-word lists.
React Component Refactor Prompts for Cleaner Components
13 prompts to refactor React components — extract hooks, lift state, split server vs client, memoize correctly, kill prop-drilling.
README Generation Prompts: Get Reader to "Hello World"
12 prompts for READMEs that get a new reader from git clone to a working install in 60 seconds — skeleton, quickstart, install troubleshooting, examples, API reference, and audit.
Recruiter Reply Prompts: Cold Outreach to Offer Stage
12 prompts for replying to recruiters at every stage — cold InMail, screen prep, scheduling, post-screen follow-up, negotiation, decline, accept — friendly but precise.
Reel / Short-Form Hook Prompts: 3-Second Stops
12 prompts for Instagram Reels / Shorts / TikTok hooks that stop the scroll in 3 seconds — bold claim, ultra-specific question, micro-story, pattern interrupt, hook + visual pairing, A/B variants.
Refactor Prompts: 18 Templates for Safer AI Refactors
18 copy-ready prompts to plan, execute, and verify AI refactors without breaking behavior — module extraction, renames, async migrations, and god-function splits.
Release Notes Prompts: Honest, Useful, Read
12 prompts for release notes users actually read — standard 3-section, voicey, mobile-app short, major-release announcement, breaking changes, beta, multi-audience, security-only, rollback.
Research Summary Prompts: From Source to Brief
12 prompts to turn papers, reports, and whitepapers into briefs that fit one screen — TL;DR, claims, evidence, limitations, and a clear 'what to do' line.
Resume Prompts: Bullets That Get Interviews
15 prompts to rewrite resume bullets — quantified, action-led, ATS-friendly without keyword-stuffing.
Review Reply Prompts: Defuse Negative, Amplify Positive
12 prompts for review replies that defuse complaints, amplify praise, and keep your public reputation calm. Templates for 1-star, 5-star, mixed, and off-policy reviews.
Roadmap Planning Prompts: Quarterly Plans That Survive Contact
12 prompts for quarterly and 6-month roadmaps that account for capacity, dependencies, replanning triggers, and anti-roadmap so the plan survives the first scope change.
Salary Negotiation Prompts: Anchor, Counter, Walk
12 prompts to anchor, counter, and walk during salary talks — without sounding entitled, scared, or scripted. Covers offers, promotions, counteroffers, and equity pushes.
Sales Copy Prompts: Headlines, Bullets, CTAs that Convert
12 prompts for sales pages — headlines, lede, bullets, objection handling, social proof framing, urgency without sleaze, CTAs that name the next concrete action.
Security Audit Prompts: AppSec for Indie Devs
12 prompts to AI-audit your code for OWASP-grade security issues — auth, authz, secrets, deps, file uploads, CORS, PII logging — without hiring a pentester.
Self-Introduction Prompts: 30s, 60s, 3-Min Versions
12 prompts to draft and refine self-introductions — interview opener, conference panel, networking, Slack join, career switch, and audience-specific variants for every context.
SEO Audit Prompts for Content Sites
12 prompts to AI-audit a content site — metadata, internal links, hreflang, thin content, canonical, schema, cannibalization, Core Web Vitals — with measurable thresholds and fixes.
SEO Title Prompts: 15 Templates for Click-Worthy Search Titles
15 prompts to write SEO titles that rank and earn the click — within 60 characters, with intent, brackets, year cues, and listicle hooks.
Social Bio Optimization Prompts for Bios That Earn Follows
12 prompts to optimize social bios — Twitter/X, Instagram, TikTok, LinkedIn, Threads. Clarity, niche, proof, CTA — without sounding generic.
SOP Drafting Prompts: 12 Templates for SOPs People Actually Follow
12 prompts to write Standard Operating Procedures that are clear, testable, and survive turnover — with owners, checks, and edge cases.
STAR Interview Prompts: 17 Templates for a Reusable Story Bank
17 copy-ready STAR prompts to mine experience, draft answers, rewrite vague responses, and tailor stories to specific job descriptions — for behavioral interviews at any seniority.
Startup Idea Evaluation Prompts: Kill or Iterate
12 prompts to pressure-test startup ideas — market sizing, moat, distribution, unit economics, why-now, kill criteria, pivot menu, and a brutal pre-mortem so love doesn't override logic.
Study Plan Prompts: Customized to Time + Goal
11 prompts to design study plans that fit real time and energy — 2-week exam crunch, 3-month skill build, multi-subject rotation, week-1 adapt, kill-criterion checkpoints.
Tell Me About Yourself Prompts: 12 AI Drafts of Your Opening Pitch
12 prompts to craft your "Tell me about yourself" — under 90 seconds, signal-dense, role-tuned, with strong setup for follow-ups.
Test Generation Prompts (Integration / E2E / Snapshot): 13 Templates
13 prompts for integration, E2E, snapshot, and contract tests — for unit-test prompts specifically, see the unit-test article. Tests that catch real bugs, not noise.
Theory Simplification Prompts for Making Hard Ideas Click
12 prompts to simplify difficult theories — first-principles, analogies, worked examples, anti-examples, and Feynman-style explainers.
Thesis Topic Prompts: Brainstorm, Narrow, Defend
12 prompts to brainstorm, narrow, and pressure-test a thesis topic — from undergrad final project to PhD proposal. Calibrate scope, novelty, and feasibility before you commit.
TikTok Caption Prompts: First 3 Seconds Win
12 prompts to write TikTok captions that drive watch time and follows — hooks, CTAs, storytime payoffs, and platform-specific reposts that beat the algorithm.
Tone Rewrite Prompts: Casual ↔ Formal ↔ Punchy
12 prompts to shift tone without losing meaning — casual, formal, punchy, warm, contrarian, apologetic, confident, exec-skim, Xiaohongshu, plain-English.
TikTok Hook Prompts for First-3-Second Scroll-Stoppers
14 prompts to write TikTok / Reels hooks — pattern-break, curiosity-gap, value-payoff, controversy, with hooks tuned to the algorithm.
TypeScript Error Diagnosis Prompts for Cryptic TS Errors
14 prompts to diagnose TypeScript errors fast — generics, conditional types, narrowing, module resolution, declaration files.
User Persona Prompts for Personas That Drive Decisions
13 prompts to build user personas — research-backed, behavior-led, jobs-to-be-done linked, with decision criteria not demographics.
User Story Prompts: As-a / I-want / So-that
12 prompts to write user stories that are atomic, testable, and prioritized — from feature decomposition to acceptance criteria audit for agile teams.
Catchy Viral Chorus Prompts: 4-Bar Hooks That Stick
Viral choruses follow a predictable formula. Nine copy-ready chorus prompt templates that produce 4-bar hooks built on the proven 1+1+1 structure: repeated melody line, action image, spoken phrase.
Weekly Planning Prompts: Plan What Actually Matters
12 prompts to plan weeks that ship outcomes — not just complete tasks. Sunday rituals, deep-work scheduling, bottleneck triage, Friday review, OKR roll-down.
Weekly Report Prompts Your Boss Will Actually Read
13 prompts for weekly status — WROUT format, 1-page manager report, founder-to-investor, behind-schedule, new hire, launch week, vacation week. Wins / risks / asks, no filler.
X / Twitter Thread Prompts: Hook + Through-line + Earn-the-Reread
12 prompts for X / Twitter threads that earn reads, retweets, and saves — hook variants, recap arcs, contrarian takes, story threads, curation, and thread-to-blog conversion.
Xiaohongshu Product Seeding Prompts for Authentic 种草
13 prompts to write Xiaohongshu product-seeding posts that read native — first-person, scenario-based, with honest pros/cons.
Xiaohongshu Title Prompts: Viral Titles in Mandarin
12 prompts to generate Xiaohongshu (小红书) titles that survive the algorithm and earn the tap — emoji-led, payoff up front, native creator voice.
YouTube Shorts Script Prompts for 30-60 Second Hooks
12 prompts to write YouTube Shorts scripts — hook, payoff, retention curve, end-card sub-bait, with channel-cohesive framing.
AI-Written Cover Letter That Lands Interviews: A Reusable Prompt Template
A cover letter is not a resume in prose. Here is a copy-paste prompt that gets AI to write the version a recruiter actually finishes — plus the 3-round refinement loop that strips the AI tone.
How to Use AI for Meeting Notes: From Recording to Executable Action Items
Turn a meeting recording into structured action items with owners, deadlines, decisions, and open questions — not a summary nobody re-reads.
Summarizing PDFs With AI: Long Reports / Papers / Contracts
PDF type changes both the prompt and the tool. Three workflows — long reports, academic papers, and contracts — each with a reusable prompt, a tool-fit table, and the trust check that prevents hallucinated quotes.
AI-Written Product Copy: Detail Pages, Hero Image Lines, Short-Video Scripts
E-commerce copy is actually three formats with different jobs — structured detail-page copy, hero one-liners, short-video voiceover. Three prompts, three voice rules, one consistent brand.
How to Use ChatGPT Image Generation (and Build a Consistent Series)
Where to find ChatGPT's image generation, the smallest prompt that works, and how to keep style consistent across a 4-image series in one conversation.
How to Use ChatGPT Projects: Keep Long-Running Context
ChatGPT Projects bundle multiple conversations into one shared context. Where to open it, when to use it, how it differs from Custom GPTs.
AI Image Distorted Faces: A 3-Step Fix (Framing / Resolution / Restore)
AI-generated faces come out warped, twisted, or melted? Usually it's not the prompt. Here's the 3-step fix path: tighten framing, raise resolution, then face restore.
Ancient-Poetic Chinese Lyric Prompts: 10 词牌 / 诗化 Templates
Not allusion-stacked "fake ancient" — genuinely poeticized, structured ancient-Chinese lyrics. Ten templates with explicit character count, rhyme, imagery, allusion-density.
Anime Boy Image Prompt Examples: 10 Templates Without the "AI Pretty Boy" Look
Cool senior, cyberpunk, sports hot-blood, dark mage, weathered knight — 10 style-specific anime boy prompts plus the masculine-features tricks that keep faces from collapsing into K-pop idol mush.
Anime Clip AI Video Prompts: 10 Studio-Specific Templates
10 studio-specific anime video prompts that stop the model from drifting — Shinkai, KyoAni, Ghibli, MAPPA, modern Chinese, cyberpunk, 90s retro, magical girl.
Anime Couple Prompts: 12 Interaction-Locked CP Templates
Not just drawing two characters — writing what's happening between them. Twelve anime-couple prompts with explicit interaction, gaze, and emotion sync — avoiding the "two separate drawings" failure mode.
Anime Girl Image Prompt Examples: 10 Reliable Templates
Ten battle-tested anime girl prompts — fresh schoolgirl, cyberpunk, magical girl, noir detective and more — plus the 6-layer structure that keeps them stable.
App Background Image Prompts That Don't Fight UI Text
Soft gradients, dark ambient, liquid metal, glass morphism, watercolor, starfield — 10 background prompts that leave room for UI.
Atmospheric AI Video Prompts: 10 Subject-Free Mood Clips
Rain, fog, ocean, coffee steam, wheat fields, campfires, snow — 10 reliable atmospheric AI video prompts with zero character-deformation risk.
Bilingual Lyrics Prompts for Mandarin-English Songs
Long-distance love, hip-hop code-switch, airport farewell, Lunar New Year, K-pop style, lullaby — 10 bilingual lyric prompts that Suno can sing.
Brand Jingle Lyrics Prompt Templates: 10 "Sell + Stick" Examples
Coffee shop, SaaS, fast-food, luxury, car, kids, fitness, beauty, e-commerce, podcast — 10 industry-specific brand-jingle lyric prompts.
Character Motion Video Prompts: 10 Templates That Don't Break Hands
Walking, turning, dancing, pouring, hammering, runway, skating — 10 character-motion prompts with explicit start + end poses to keep limbs intact.
Chinese Aesthetic Character Image Prompts by Dynasty
Tang / Song / Ming / Qing + xianxia / Daoist / guochao / ink-wash — 10 reliable Chinese-aesthetic character prompts that avoid the "generic ancient Chinese" mush.
Chinese-Style Lyrics Prompt Templates: 10 Era-Specific Examples
Swordsman longing, Tang court lady, xianxia immortal, modern guochao, homecoming folk — 10 ChatGPT / Claude prompts that produce real Chinese-aesthetic lyrics.
Fantasy Character Prompts: 12 TTRPG & Game Splash Templates
Twelve copy-ready fantasy character prompts spanning archmage, dark knight, ranger, Eastern dragon, steampunk engineer, frost giant — across class, race, and faction.
Female Vocal Perspective Lyrics Prompts for Heroine Songs
Self-choice, best-friend anthem, return home, R&B confidence, empowerment, almost-love, Mandopop, grandmother kitchen, dance-floor — 10 first-person female-perspective lyric prompts.
Heartbreak Lyric Prompts: 10 Non-Accusatory Mature Templates
Heartbreak lyrics earn their gravitas through "concrete objects + no accusation." Ten templates that ban empty emotional words and force specific scenes + actions.
Holiday Song Lyrics Prompt Templates: 10 Festive Topic Examples
Christmas, Lunar New Year, Mid-Autumn, Halloween, Valentine's, Children's Day, NYE, Mother's / Father's Day — 10 holiday-song lyric prompts.
Logo and App Icon Concept Prompts for Exploration
From SaaS wordmarks to iOS icons, esports mascots to luxury monograms — 10 Logo / icon prompts built for the AI exploration phase before a designer takes over.
Male Vocal Perspective Lyrics Prompts for Story Songs
10 first-person male-vocal lyric prompts that avoid the alpha-male cringe — vulnerable reflection, brotherhood, father-son, R&B charmer, rock comeback, Mandopop ballad, storytelling rap, worship-style uplift.
Motivational Lyric Prompts: 10 No-Slogan Real-Uplift Templates
Not "let's go! believe!" empty motivational — actually-moving scene-specific motivational. Ten templates that ban abstract slogans and force concrete actions + times + objects.
Natural-Light Beautiful Woman Portrait Prompts: 12 Real-Use Templates
Twelve copy-ready natural-light female portrait prompts that ditch "beautiful" for specific light, lens, skin, and action — so the output looks shot, not generated.
Playful and Kids Lyrics Prompts That Land a Smile
10 prompts for playful kids and comedy lyrics that actually land — cat-king-of-the-house, Monday roast, counting animals, cocky pizza, meeting overload, breakup-with-coffee. Voice + contrast + bouncy rhythm.
Poster and Cover Art AI Prompts: 10 Templates That Leave Room for Text
Xiaohongshu / TikTok / magazine / album / movie poster / concert / podcast covers — 10 cover prompts that actually account for negative space and typography.
Product Commercial AI Video Prompts: 10 Templates That Don't Jitter
Perfume, earbuds, beverages, cars, cosmetics, sneakers — 10 reliable AI product-commercial prompts for Sora / Veo / Kling / Runway.
Realistic Portrait Prompts: The 7-Layer Structure (Gender-Neutral)
Gender-neutral realistic portrait prompts — pro headshot, cinematic, natural light, documentary, beauty, fashion — plus the 7-layer prompt structure that fixes plastic-AI skin.
Short-Form Background Music Lyrics Prompts: 10 15-Second Loop Hooks
Daily flex, 30-day challenge, oddly satisfying, pet, food unboxing, OOTD, travel takeoff, morning routine — 10 TikTok / Reels 15s loop-hook lyric prompts.
Storytelling Lyric Prompts: 10 Cinematic-Feel Templates
Story songs depend on visuals — the listener should feel they're watching a film. Ten templates with explicit story / perspective / timeline / emotion type.
Suno Brand Jingle Prompt Examples: 10 Templates for 10-30s Stings
Tech, luxury, mobile app, fitness, food, corporate, holiday, podcast — 10 industry-specific Suno brand jingle prompts.
Suno EDM and Dance Music Prompts: 10 Templates with Locked BPM
Big-room, future bass, deep house, trance, tech house, DnB, hardstyle — 10 Suno EDM prompts with sub-genre and BPM both nailed.
Suno Folk Song Prompt Examples: 10 Cross-Cultural Templates
Indie, Celtic, country, Mongolian, Japanese, Chinese — 10 Suno folk-song prompts spanning cultures and instruments.
Suno Game Background Music Prompts: 10 Scene-Specific Templates
RPG battle, village, boss, chiptune, puzzle, sci-fi, horror, JRPG, gacha, racing — 10 Suno game BGM prompts, all instrumental.
Suno Lo-fi and Chill Music Prompts: 10 Atmosphere-Stable Templates
10 Suno lo-fi prompts that nail the texture — classic study, late-night jazz, lo-fi house, rain ambient, anime, Tokyo midnight, beach — with BPM, key, texture words, and scene.
Suno Pop Song Prompt Examples: 10 Sub-Genre Templates
Bright summer, piano ballad, electro dance, indie, synthwave, R&B, teen pop — 10 reliable Suno pop prompts you can copy and ship.
Suno Rock Song Prompt Examples: 10 Sub-Genre Templates
Classic, alt-rock, indie, hard rock, punk, grunge, pop-rock, J-rock — 10 Suno rock prompt templates spanning eras and tempos.
Travel & Landscape AI Video Prompts for Sora and Kling
Mountain drones, Kyoto alleys, Santorini, rice terraces, road trips — 10 reliable AI travel video prompts with proper light and aspect.
Viral Short-Form AI Video Prompts: 10 Hook Templates (9:16)
10 first-second-attention AI video prompts built for TikTok / Reels — explosive openers, color bursts, satisfying pours, sneaker drops, reveal cuts.
Best Anime Character Image Prompts: 12 Copy-Ready Templates
Anime character prompts that actually produce stable, sellable art. Twelve templates from cool school boys to cinematic key visuals, with the six-layer structure they all use.
Cinematic AI Video Prompts for Sora, Veo and Kling
Cinematic video prompts that produce film-look results from Sora, Veo, Kling, and Runway. Ten templates covering golden hour, neon street, slow dolly, hero shot, and more — with camera, lens, and color cues.
AI Game Character Design Prompts for Concept Art
Game character prompts that produce real concept art, not generic stock fantasy. Ten templates covering RPG warrior, JRPG hero, MOBA splash, mobile gacha, indie pixel, and more.
Image-to-Video Prompts (All Subjects): 10 Templates That Don't Break
Image-to-video produces 5x more consistent results than text-to-video. Ten copy-ready prompt templates for animating a still frame on Sora, Veo, Kling, and Runway.
AI Product Advertising Image Prompts for E-commerce
Product photography prompts that produce actually-usable hero images, lifestyle shots, and ad creatives. Ten templates covering tabletop, hero, lifestyle, packshot, and seasonal campaign styles.
Realistic Beautiful Woman Portrait Prompts: 10 Copy-Ready Templates
Realistic female portrait prompts that don't fall into the AI-Instagram look. Ten templates from fresh natural to high fashion to bridal editorial, with lens, lighting, and skin-texture cues that actually work.
Realistic Handsome Man Portrait Prompts: 10 Copy-Ready Templates
Male portrait prompts that don't default to influencer-pretty. Ten templates from business executive to streetwear to cinematic lead, with structural cues that get real-looking results.
Suno Chinese-Style Music Prompts for Guzheng and Pipa
Suno prompts for Chinese-style music that goes beyond cliché "oriental" sounds. Ten templates covering classical guzheng, modern Chinese fusion, wuxia film scores, and Chinese pop ballads.
Suno Rap Song Prompts for Trap, Drill and Boom-Bap
Suno rap prompts that actually produce strong flow, not jingle-rap. Ten copy-ready templates covering trap, drill, boom-bap, battle rap, and conscious rap, with BPM, flow, and rhyme density controls.
Suno Viral Short-Form Song Prompts for TikTok and Reels
Suno prompts engineered for short-video BGM that actually performs. Ten copy-ready templates covering catchy pop, viral hooks, dance pop, lo-fi, and seasonal hits — with structure, BPM, and hook rules.
AI Video Camera Movement Prompts: 10 Controlled Camera Templates
AI video models constantly add unwanted camera motion. Take control with these 10 explicit camera movement prompt templates — dolly, tracking, orbit, crane, locked, parallax.
How to Generate STAR Interview Answers with AI
Turn raw work experience into 3 structured STAR interview answers (Situation / Task / Action / Result) — plus the follow-up questions to rehearse, with a copy-paste prompt template.
How to Use AI to Write a Resume That Actually Gets Interviews
Use ChatGPT or Claude to rewrite your resume into something that passes ATS filters, matches the target JD, and survives a 20-second recruiter scan — with the prompt, the refinement loop, and the failure modes.
How to Create a Short Video Script with AI (TikTok / Reels / Shorts)
Short-form video scripts look easy — but most lose the viewer in the first 3 seconds. Use this AI prompt to generate scripts with a strong hook, payoff, and CTA.
Prompt Template for Consistent Image Style Across an Entire Series
A 4-layer prompt template that locks style, color, and lighting across an entire image series — works across Midjourney, Imagen, Flux, and DALL·E.