AI advertising for B2B SaaS and tech. Your buyers ask AI. Be the answer. Get a free AI Shortlist Check
  1. Home
  2. Blog
  3. AI visibility

AI visibility · Product facts

The product facts page: give AI the details it needs

AI assistants answer buyers with specifics: who a product is for, what it integrates with, what it costs, how long it takes to set up. If those facts are scattered or missing, AI guesses or leaves you out. A single factual page fixes that.

Updated 11 October 20263 min readBy Answerbid

What to include

Fact Example
Who it's for Finance teams at 100–1,000 person companies
Industries Logistics, manufacturing, professional services
Regions US and UK; data hosted in the EU or US
Integrations NetSuite, Sage Intacct, Xero, Salesforce
Pricing From $X per month; plans by entity count
Time to go live About six weeks
Security SOC 2 Type II, SSO, role-based access
Support UK and US hours, named account manager over X seats

All examples are fictional.

How to write it

  • Short sentences and tables.
  • One fact per line, no adjectives.
  • Units and dates on everything.
  • A "last updated" date at the top.

Where it pays off

  • Answers about fit: "is X right for a company our size?"
  • Answers about integrations and pricing.
  • Corrections: when AI repeats old facts, an up-to-date page gives it something better to quote.

Where to put it

  • A dedicated URL such as /product-facts or /facts, linked from the footer.
  • Plain HTML text, not an image or a PDF.
  • Included in the sitemap.

Questions

Isn't this the same as our product page?

Product pages sell; a facts page informs. Keep the facts page neutral and complete.

Should we include things we don't do?

Yes. "Not designed for companies under 20 people" helps AI and buyers rule you in or out correctly.

How often should it change?

Whenever pricing, integrations or packaging change, with the date updated.

Why AI needs one page of facts

AI assistants build answers from many sources at once. If your pricing is on one page, integrations on another and company-size fit implied in case studies, the assistant may miss some of it or combine it wrongly with older third-party pages. A single, dated page of facts gives it one reliable place to read.

Write for skim, not for persuasion

Facts pages work best when they read like a specification: short labelled lines, units, ranges and dates. No claims that need context to understand; no slogans. If a fact needs explaining, link to the page that explains it.

Keep a change history

A short "Changes" list at the bottom, such as "October 2026: added Sage Intacct integration", helps buyers and makes it obvious which version is current.

Start here: AI visibility for B2B. More articles in AI visibility.

Sources

Free AI Shortlist Check

See what AI tells your buyers.

Book a free 30-minute AI Shortlist Check. We run your buyers' questions through ChatGPT, Perplexity, Google AI Overviews and Copilot and walk you through the results.

  • What ChatGPT answers about your category today
  • Where your ad would appear and what it would say
  • A budget range and a 90-day plan
Get my free check
Free AI Shortlist Check30 minutes, no commitment Book it