Your Pricing Page Is Now an AI Search Page. Here's How to Build It Right

"Contact us for pricing" used to feel mysterious and premium. To an AI, it feels like a locked door with no doorbell.

Knock, knock. Nobody answers.

When someone asks ChatGPT "how much does [your thing] cost?", the answer comes from somewhere. You want it to come from you, with the right numbers.

Quick words (one line each):

• Pricing page: the page on your site that lists what things cost.

• Listicle: a "Top 10 best X" article on someone else's site.

• "site:" search: a search that looks only inside one website.

• Q&A block: a short list of questions and answers on a page.

Why your own pricing page matters so much

Peec AI's Malte Landwehr shared what they found (Sept 30, 2026):

1. 74% of the pricing info AI tools used came from the brand's own pricing page. 23% came from other pages on the same site. Only 3% came from competitors' pages (11:30-14:02).

2. After GPT 5.6, ChatGPT reads more: average sources per chat went from 12 to 24, and "site:" searches inside one brand's site show up in about 1 in 5 chats (3:30).

3. "Official" pages rose (pricing pages, product pages, documentation) while listicles fell from 20% to 8% of ChatGPT's sources in Peec's own data (4:02-6:30, Sept 30, 2026). A different data set, an Ahrefs study of 750 top-of-funnel searches quoted by Kasra Dash (Oct 26, 2026), found best-of lists were 48.9% of AI Overview sources and 43.8% in ChatGPT. Different data, different searches, different numbers: treat each as its own source's claim.

Translation: the AI goes to your site to check your prices. Have prices there. Hiding them is not a strategy.

Step 1: Have a real pricing page (yes, an actual one)

One page. Called "Pricing." Linked from your menu.

If you can't post exact prices, post "starting at" prices or price ranges. Kasra Dash rates a costs page as a B-tier factor in his AI search tier list (20:58, Oct 20, 2026). That's a solid score for a page you mostly already have.

Step 2: Put prices in plain text

Victorious says write every important fact in visible text, and he names prices first (22:00-23:40, Oct 1, 2026). He also says most AI crawlers don't run JavaScript, so don't hide facts in images or scripts (20:55-21:05).

So:

1. No price list saved as a picture.

2. No prices that only appear after someone clicks a toggle that runs on JavaScript.

3. Turn JavaScript off and reload. Still see the prices? Good.

Step 3: Use a table

Neil Patel says use tables for numbers (0:31-2:07, Oct 8, 2026). Peec's example of a great pricing page (Mailchimp) has a long table with sub-headings (11:30-14:02).

Simple version:

• Starter - Price: $X / month; What's included: ...; Best for: ...

• Pro - Price: $Y / month; What's included: ...; Best for: ...

Step 4: Add sub-headings and a Q&A block

Same Peec example: sub-headings for each section, plus a Q&A block (11:30-14:02). Exposure Ninja also lists FAQs in their AI-friendly page layout (12:30-13:00, Oct 5, 2026).

Good pricing questions to answer:

• Is there a setup fee?

• Is there a contract or can I cancel any time?

• What's not included?

• Do prices change for bigger jobs?

Step 5: Back up your claims

Peec's example page also uses sourced claims (11:30-14:02). If you say "most popular plan," that's fine. If you say "cheapest in the state," you'd better have the receipt.

Step 6: Keep every price the same everywhere

Peec says keep the same facts on every page, because those "site:" searches pull several pages from your site at once (9:01-10:01).

If the pricing page says $99 and an old blog post says $79, the AI sees both. Then it picks one. Not necessarily the one you want.

Search your own site for every price you've ever posted and update the old ones.

Step 7: Keep it current

Peec says keep the pricing page complete and current (11:30-14:02). Put a "Prices updated: [month year]" line at the top and change it whenever prices change.

Bonus: an honest comparison table

Exposure Ninja says make honest comparison tables (14:01-14:31). If you add one, only include cells you can stand behind.

Heads-up

Peec AI sells an AI tracking tool, and these are their numbers. We skipped one tactic from the same talk: making pages about competitors' pricing. That one belongs to a different, more aggressive playbook.

Do this today

1. Make sure you have a page called "Pricing" in your main menu.

2. Put prices (or "starting at" prices) in a plain-text table.

3. Add 4 pricing questions with short answers below the table.

4. Search your site for old prices and fix them.

5. Add "Prices updated: [month year]" at the top.

Sources

• Peec AI (Malte Landwehr at DMEXCO 2026) ? How to Improve LLM SEO - What Makes ChatGPT Recommend Your Brand (2026-09-30)

• Victorious (The Search Signal) ? Technical SEO for AI Search - What to Keep, Start, and Stop Doing (2026-10-01)

• Neil Patel ? The 5 Rules of AI SEO for 2027 (2026-10-08)

• Kasra Dash ? I Ranked 32 AI Search Factors S to F (2026-10-20)

• Exposure Ninja ? How To DOMINATE AI Search in 2027 (2026-10-05)

Don't worry if this seems like it's a pain in the ass for someone who doesn't build websites. That's because it is. The good news: just click the link below, pull the trigger, and we'll take care of the rest.