The task
You are launching paid tiers — for a newsletter, a community, a SaaS, a Patreon — and you need three of them. Every pricing post on the internet tells you to insert a “decoy” middle tier nobody buys to push people up. That trick worked in 2014 and now reads as condescending: your buyers have seen it, they resent it, and the smart ones leave. You want a memo that designs three tiers around real value differences, picks an anchor that signals where you charge, and forecasts ARPU before you commit. AI is a fast first draft of the memo, not the pricing decision itself.
When this is the right job for AI
- You can name three meaningfully different things you can do for three different buyer types — not three feature lists with one moved checkbox.
- You have an audience size, a rough conversion rate guess, and a target monthly revenue.
- You will pressure-test the memo against five customers (not your group chat) before locking the prices.
What to feed the AI
- Product type and what the buyer is actually getting (access, deliverables, software seats, community)
- Three distinct buyer personas — name, what they do, what makes each one open the wallet
- Audience size you are pricing against and a conservative conversion rate (1-3% is normal for first launch)
- Your target monthly recurring revenue and the headcount you need to support delivery
- The pricing the closest 3 competitors charge and what they do at each tier
- Any features that legally or operationally must live at a specific tier (e.g. SSO at top, 1:1 calls at top)
Copy-ready prompt
Draft a 3-tier subscription memo for my launch.
Product type: {newsletter / community / SaaS / Patreon / hybrid}
What the buyer gets: {tangible deliverables}
Three buyer personas:
Persona A: {one sentence — who they are, what triggers purchase}
Persona B: {one sentence}
Persona C: {one sentence}
Audience size right now: {N}
Conservative conversion rate: {%}
Target MRR: {USD}
3 competitors and their pricing: {paste}
Constraints — must-live-at-top features: {list}
Output 5 sections:
1) The 3 tiers. For each: name, monthly price, annual price (with 2-month discount), the persona it is for in one line, the 3 things that meaningfully differ from the tier below it, and the one thing that intentionally does NOT scale up (so the tier is bought for itself, not as a step ladder).
2) Anchor logic — which tier is the anchor, why, and what signal it sends about the product. The anchor is not "the most expensive one" by default; it is the one I want the buyer to perceive as the typical purchase.
3) ARPU forecast — for a population of {audience size} at {conversion}, model three mix scenarios (40/40/20, 25/50/25, 10/60/30 across low/mid/high) and show MRR for each.
4) Decoy check — for each tier, write one sentence answering: "Would a rational buyer in the target persona actually pick this tier on its own merits, ignoring the other two?" If the answer is no, the tier is a decoy and must be redesigned.
5) Five pressure-test questions I should ask real prospects before I lock prices.
Banned moves: pricing ending in 7 or 9 unless I asked; "Unlimited" without a soft cap; "Custom" tier with no price range listed.Sample output structure
A useful tier line: “Tier 2 — Builder — $79/mo or $790/yr — for the working PM who wants the templates and the monthly office hours but does not need the 1:1 review. Differs from Tier 1 by: full template library access, monthly group office hours, private community. Does not include: 1:1 review (that is Tier 3’s reason to exist).”
A useful anchor note: “Anchor is Tier 2. Tier 1 reads as ‘try before you commit’ and Tier 3 reads as ‘I want concierge.’ The buyer’s default mental purchase is Tier 2 — the page should design for that.”
A useful pressure-test question: “If we removed the 1:1 review from Tier 3 entirely, would you still buy Tier 3 at $189, or would you drop to Tier 2 at $79?”
How to refine
- All three tiers look the same: “Each tier must have one capability the tier below cannot get at any price. List that capability in one sentence.”
- The middle is a decoy: “Redesign Tier 2 so a buyer would choose it on its own merits, not as a comparison to Tier 1 or 3. If you cannot, kill the tier and ship two.”
- ARPU math is hand-wavy: “Use the exact conversion and audience numbers I gave. Show the math. Do not round MRR up.”
- Pricing reads anchoring-heavy: “Drop any ending-in-9 prices unless I asked. Round prices are read as honest.”
- The ‘Unlimited’ tier is dangerous: “Replace ‘Unlimited’ with a generous soft cap (e.g. 100/month, fair-use). Open-ended commitments destroy unit economics within 6 months.”
Common mistakes
- Three tiers separated only by quantity (10 / 50 / 100 of something) — the buyer reads it as “pay more for the same product.”
- A decoy middle that nobody buys — short-term it bumps revenue, long-term it bleeds trust and gets called out on social.
- Custom enterprise tier with no anchor — without a starting number, prospects assume the worst and never reach out.
- Annual discount above 20% — looks generous, but the LTV math collapses for anyone who would have stayed monthly.
- Grandfathering everyone forever — fine for the first 50 buyers, ruinous past 500. Plan the grandfather window in the memo.
- Hidden fees (transaction, processing, “platform”) — add them in or commit to no fees. Buried fees double churn in the first 90 days.
FAQ
- How many tiers?: Three is the workable maximum for most creator and small-SaaS launches. Four is for products with real plan-level capability differences (seats, infra limits).
- Monthly or annual default?: Show monthly first. Buyers who want annual will switch on their own; pushing annual at first purchase increases sticker shock and lowers signup conversion.
- What discount on annual?: 2 months free (about 17%) is the standard that does not over-price the monthly path.
- What about pay-what-you-want?: Works for one-time products with high goodwill (album, ebook). Disaster for subscriptions.
- Should I A/B test prices?: Not at launch. Pick prices the memo defends, ship, watch for 60 days, then test one variable.
Related
- Digital Product Sales Page AI
- Affiliate Program Launch AI
- Newsletter Lead Magnet AI
- Brand-Deal Outreach AI
- AI Product Copy
- Budget Narrative AI
Tags: #AI writing #Subscription #Pricing #creator-monetization