The task
You have three plans and a pricing page that loses people. Visitors arrive ready to convert, then scroll three times and bounce. Pricing pages fail in two ways: too many features in the matrix (the buyer cannot find what matters), and taglines built on buzzwords (“Pro for power users”). The job is to make the right plan obvious within 30 seconds and to handle the top three objections in the FAQ before they become a “let me think about it.”
When AI helps — and when it does not
AI is excellent at crafting plan taglines, deduplicating the feature matrix, and writing FAQs that mirror real objections. It is poor at knowing your actual pricing psychology. That comes from your win/loss notes, support tickets, and the conversations that ended in “too expensive for solo founders.” Feed AI those, not just the price points.
What to feed the AI
- Plans, prices, billing cycle, and what’s included
- Audience for each plan (solo, team, enterprise) and what they currently use instead
- The top 3 differentiators between plans (the buyer-relevant ones, not internal SKU differences)
- The top 5 objections you actually hear in sales / support
- Brand voice in a sentence in target tone
- Risk-reducers you can offer (free trial, no credit card, money-back, custom invoice)
Copy-ready prompt
Write pricing page copy.
Plans:
- <plan> — <price/month or year> — <who it's for>
- ...
Audience per plan: <list>
Top 3 differentiators: <list>
Top 5 objections (in customer words): <list>
Brand voice: <one sentence>
Risk reducers: <list>
Return:
1. A 4-word tagline per plan that anchors on outcome, not feature
2. A feature matrix limited to 8 rows — pick the rows that drive the decision, not all features
3. A "best fit" line under each plan ("Start here if…")
4. A 5-question FAQ that handles the 5 listed objections directly
5. CTA per plan with the right verb (Start trial / Talk to sales / Buy)
6. A "see how X compares" mini-table for the most common competitor objection
Avoid: buzzword taglines, "everything in lower plan +", feature stacking past the 8-row cap.For complex pricing: “Add a one-paragraph ‘Which plan?’ helper at the top that asks 3 questions and points to the right plan.”
Recommended output structure
Three plan cards (price, tagline, best-fit line, top 4 features, CTA), a comparison matrix below (8 rows max), an FAQ section (5 items), and a single “Still not sure?” closer that leads to demo or contact. Avoid stacking all features in the cards and the matrix — pick one.
How to check the output is usable
- A buyer in your target segment can identify their plan in under 30 seconds
- Each tagline names an outcome, not a feature
- The matrix has 8 rows or fewer (your most distinguishing features only)
- Each FAQ maps to a real objection you listed
- CTAs use the right verb per plan (free trial for low, demo for high)
Common mistakes
- Too many features in the matrix. The more rows, the less reading
- Taglines built on buzzwords (“Premium,” “Pro”). They tell you nothing
- One CTA for all plans. Enterprise rarely converts on “Start trial”
- Hiding the lowest price. Buyers feel manipulated and bounce
- No risk reducer near the CTA (adds friction)
- Letting AI invent comparison claims about competitors. Verify or remove
Practical depth notes
For How to Use AI to Write a Pricing Page: Plan Taglines, Feature Matrix, FAQ, the difference between a usable AI result and a generic one is the input packet. Give the model the audience, the current draft or raw material, the desired format, the decision you need to make, and two examples of what good and bad output look like. Ask it to preserve facts first, then improve structure or wording second.
After the first response, do a separate review pass. Look for missing constraints, invented details, weak calls to action, and language that sounds plausible but does not match the real situation. The best final output should be easy to use immediately: clear owner, clear next step, and no hidden assumption that someone else has to untangle.
FAQ
- Annual vs monthly toggle? Use it. Annual buyers convert at higher LTV. Default to monthly visible, annual highlighted savings.
- Should the highest tier show price? Yes, unless it really is custom. Hiding price reads as “we’ll squeeze you.”
- One pricing page or per segment? Start with one. Split only when your segments diverge enough that one page confuses both.
Related
- Landing page copy — the page that brought them here
- Product comparison copy AI — when competitors are the objection
- Product bundle copy AI — for bundled offerings
- Landing page sections — where pricing fits in a landing page
- Email marketing copy — emails driving to pricing
- Launch checklist — when pricing changes are part of a launch
- Landing Page Hero Copy Prompts for Above-the-Fold Blocks
Tags: #E-commerce #Workflow #Pricing