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AI product page examples (89)

An AI product page explains what a company's AI features or MCP server can do. Its job is to show the work and earn enough trust for someone to try it. See 89 real examples.

How to build an AI product page, by the numbers

The questions a team asks when it designs a page for an AI feature or an MCP server, answered from the 89 here.

How do you show what the AI actually does?

  • Real output on 81% of AI feature pages
  • An example prompt on 71% of MCP pages
Framer AI product page
FramerDesign ToolsThe AI's own output on screen, on 81% of AI feature pages.Visit
Lovable AI product page
LovableDeveloper ToolsAn example prompt and what the server did with it, on 71% of MCP pages.Visit

Should the page name the model underneath?

41% of AI feature pages name the model the feature runs on. The rest talk about what it does and leave the model out.

Vimcal AI product page
VimcalConsumer AppThe underlying model named on a feature, on 41% of AI feature pages.Visit

What should the page say about data?

  • A link to security or trust details on 54%
  • Human review stated on 39%
  • Whether customer data trains the model on 20%
Smartsheet AI product page
SmartsheetProductivityA plain statement on how customer data is used, on 20% of AI feature pages.Visit

Which AI clients should an MCP page name?

The AI clients MCP pages name

  • Claude
    34 MCP pages
  • Cursor
    28 MCP pages
  • ChatGPT
    24 MCP pages
  • Windsurf
    6 MCP pages
  • Gemini
    5 MCP pages

Claude is on nearly every one. Cursor and ChatGPT follow, and the long tail drops off fast after them.

ResumeUp AI product page
ResumeUpConsumer AppThe supported AI clients named right under the headline.Visit

How does an MCP page get someone connected?

  • A link to the docs on 83%
  • The tools listed by name on 40%
  • A block on what the connection can reach on 40%
  • A config snippet to copy on 31%
OpenArt AI product page
OpenArtConsumer AppThe server address and setup steps under the headline, on 31% of MCP pages.Visit
Box AI product page
BoxProductivityA section on security and permission controls, on 40% of MCP pages.Visit

Should the page say what the AI costs?

24% of AI feature pages say how AI use is charged: credits, seats, or included in the plan.

Figma AI product page
FigmaSaaSAI credits explained on the feature page, on 24% of AI feature pages.Visit

The moves almost nobody makes

Each sits under 15% of the market, with the strongest page that uses it.

A stated accuracy

6% of AI feature pages put a number on how accurate the AI is, or say where it falls short.

Plaid AI product page
PlaidFintechA precision figure for the model's output, on 6% of AI feature pages.Visit

A button that runs the prompt

9% of MCP pages let the reader send an example prompt straight to an AI client in one click.

SEMrush AI product page
SEMrushSaaSA Try this prompt button under each example, on 9% of MCP pages.Visit
Gabriel Amzallag

Curated by

Gabriel Amzallag , Founder, Web Anatomy

5 years CRO + SEO at Qonto (2021–2025). After advising 15+ SaaS on their websites (Payfit, Pigment…), the same patterns kept breaking, so I decided to build the source of truth on what works on the web: the intelligence layer every tool, builder, and team uses to ship sites that perform.

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FAQ

AI product page design, answered

The questions people ask before building a page for an AI feature or an MCP server, answered from 89 real ones.

What should an AI feature page show?

01

The work itself. Four in five AI feature pages show real output: a screenshot, a sample or a demo of what the AI produced. Two in five name the model it runs on, and only about one in sixteen says how accurate it is.

Should an AI page say whether customer data trains the model?

02

Only about one in five do, which makes it one of the easiest ways to stand out. About half link to a security page, and a bit over a third say a person reviews what the AI does.

What goes on an MCP page?

03

The AI clients it works with, first. Nearly every MCP page names Claude, about four in five name Cursor and about two in three name ChatGPT. Four in five link to the docs, about three in four show an example prompt, about four in ten list the tools by name and about one in three give a config snippet to copy.

Should an AI page name the model it runs on?

04

Two in five AI feature pages do. The rest describe what the feature does and leave the model out, which also spares them a rewrite every time they switch models.

Should an AI page say what the AI costs?

05

About one in four AI feature pages say how AI use is charged: credits, seats, or included in the plan. On MCP pages, fewer than one in ten put the server behind a paid plan.

How is this different from the best landing pages leaderboard?

06

This gallery is a visual browse: what AI product pages look like and what they contain. The best landing pages benchmark is the graded view, where pages are scored against conversion best practices and ranked by industry. Same companies, different question.