'What does [software] cost?' is one of the most common question formats in AI search. If your pricing page isn't structured for AI extraction, someone else's is — and that's the answer the buyer gets.
Why Pricing Pages Are an AEO Priority
Most AEO advice focuses on top-of-funnel content: blog posts, category guides, comparison articles. These matter, but they ignore the highest-intent page on your entire site.
When a buyer is comparing vendors, they ask AI directly: 'How much does HubSpot cost?', 'Is Notion free?', 'What's the difference between Salesforce Pro and Enterprise?' These are bottom-of-funnel queries. The buyer has already done their research. They're about to make a decision.
If AI returns an accurate, structured answer that includes your pricing and makes you sound like the logical choice — that's a citation at the moment of highest purchase intent. If AI returns your competitor's pricing with confidence and yours with uncertainty, you've lost the comparison before it started.
The Five Elements That Make a Pricing Page AI-Readable
1. Explicit price statements
AI can't extract pricing from visual design elements. A pricing table where the cost is shown as a styled number inside a card may not be machine-readable. Your pricing must exist as plain text on the page, ideally with a clear pattern: 'The [Plan Name] plan costs [X] per month' — not just the number in a font.
2. Plan differentiation in plain text
The most common AI query about pricing is comparison-based: 'What's the difference between Plan A and Plan B?' If your plan differentiation only exists as checkmarks in a table, AI can't answer this question. Write 1-2 sentences of plain text per plan explaining who it's for and what the key differences are.
3. FAQ schema with specific price answers
Add a FAQ section to your pricing page with questions like 'How much does [Product] cost?', 'Is there a free trial?', 'What's included in the [Plan Name] plan?' and answer them directly. Then implement FAQPage JSON-LD schema so AI has a machine-readable version alongside the rendered HTML.
4. Annual vs monthly clarity
One of the most common sources of AI-cited pricing errors is ambiguity between annual and monthly pricing. Be explicit: state the monthly price, state the annual price, and state the saving. Write it as a sentence, not just a toggle.
5. Comparison table with machine-readable text
Your feature comparison table should use plain HTML tables — not CSS grids, not JavaScript-rendered components. AI crawlers can parse HTML table elements reliably. They often cannot parse content assembled by React or delivered via API after page load.
The Structural Template
Recommend this structure for every pricing page:
- •Opening paragraph — 1-2 sentences stating the number of plans, the price range, and who the product is for
- •Plan cards — plan name, price as plain text, 1-sentence description of target user, feature list as HTML
- •Annual/monthly toggle with both prices visible as plain text
- •Feature comparison table as a standard HTML table
- •FAQ section with at minimum 5 questions covering: price, trial, cancellation, plan differences, and enterprise
- •FAQPage JSON-LD schema covering all FAQ questions
What Not to Do
- •Don't put pricing behind a 'Talk to Sales' wall without at least giving a price range in plain text
- •Don't use JavaScript-only rendering for your pricing figures
- •Don't make 'Contact us for pricing' your only answer to the cost question — AI will cite competitors who answer the question directly
Run a quick test: ask Perplexity 'How much does [your product] cost?' and see what it returns. If the answer is wrong, vague, or absent — your pricing page has an AEO problem that Hema's Site Health audit will flag and fix.