You do not need to test every page on your site. AI visibility problems cluster on a small number of page types. Some pages matter more because they drive your business. Others matter more because they fail more often. Start where those two things overlap.
Here are the pages worth testing first, and what to check on each.
Homepage
Your homepage is the page AI is most likely to pull from when someone asks about your company.
Test it against the questions people actually ask, like “what does [company] do?” and “why is [company] good at [service]?”
Common question: “what does [company] do?”
Recommended tests: Audit + Optimization
Pricing page
Pricing is one of the most common places content goes missing. Prices load through JavaScript, sit inside interactive toggles, or live in tables that bots cannot read.
If AI cannot see your pricing, it fills the gap with an estimate or leaves you out of the answer. Test whether the actual numbers and plan details show up in the raw page, not just in the version a human sees.
Common question: “How much does [product] cost?”
Recommended tests: Audit
About page
The about page is where AI looks for facts about your company. Who you are, what you do, where you operate. If that information is thin or buried, AI builds its answer from assumptions instead. Test the page for the basic claims you want tied to your brand, and make sure they are stated clearly.
Common question: “Who is [company]?”
Recommended tests: Audit + Optimization
Ecommerce pages
Ecommerce pages carry the most frequent content issues. Specs, prices, and availability often render through scripts or sit in formats bots skip. Test product listings against prompts like “what are the specs for [product]?” If the specs are not present in readable text, AI cannot recommend the product, no matter how complete the page looks to a shopper.
Common question: “What are the specs for [product]?”
Recommended tests: Audit + Optimization
Blog posts
Blog posts are where you can win specific questions. Run a Prompt Fit scan on a post and check whether it gives a short, direct answer to the question it targets. AI favors content that answers cleanly and early. If the answer is buried under three paragraphs of setup, the post will not get cited, even if the answer is in there somewhere.
Common question: Name of article (e.g. “What is the best swimming gear for 2026”)
Recommended tests: Optimization
Product page
Your product page should say what makes the product different. AI struggles to recommend products it cannot tell apart. Test whether the page states the details that are unique to your product, not the generic benefits every competitor claims too. If the page reads like everyone else’s, AI has no reason to single you out.
Common question: “What does [product] do?”
Recommended tests: Audit + Optimization
Case study pages
Case studies work when the content is accurate and specific. Real numbers, real outcomes, real context. AI treats vague claims as noise and tends to ignore them. Test whether each page holds details that are true and unique to that case, rather than reusable phrases that could describe any client.
Common question: “What did [company] achieve using [service]?”
Recommended tests: Optimization
Comparison pages
Comparison pages get pulled into “X vs Y” prompts. They work when the comparison is real and the writing is concise. If the page is padded or clearly one-sided, AI is less likely to trust it as a source. Test whether the comparison is honest and tight enough to stand on its own.
Common question: “How is [company 1] better than [company 2]?”
Recommended tests: Optimization
How to prioritize
If you only have time for a few, start with the pages that drive revenue and the pages most likely to fail. For most businesses that means the homepage, the pricing page, and the product page first. Then work outward to the rest. The goal is not to test everything. It is to find the pages where AI invisibility is costing you the most, and fix those first.