Most SaaS landing pages are written to convert a visitor who already arrived. They are rarely written to be understood by the systems that decide who arrives. Google’s guide to generative AI search (last updated 10 July 2026 as we read it) says these features rely on its core ranking and quality systems, and that a page must be indexed and eligible to show with a snippet. For ChatGPT and Copilot we did not open the primary documents for this post, so the steps below are our view, built on Google’s guidance where it applies.
The four steps
1. Let it be fetched. Google says to make content crawlable and to follow JavaScript SEO practices if you use scripts. Check that the page returns 200, is not blocked, and that the headline, feature list and pricing hint appear in the HTML. Use our JavaScript check and, for ChatGPT, the crawler access test.
2. Say what the product does. Put one plain sentence near the top: what it does, for whom, and what it replaces.
3. Show proof only you have. Google says unique, non-commodity content will likely influence presence in AI search more than any other tip. “Powerful, all-in-one platform” is commodity copy. A real screenshot, a dated test or a named customer case is not.
4. Check and measure. Add the page to your 20-prompt AI visibility test and read the Generative AI report in Search Console.
A ten-minute audit (our own)
| Question | Pass | Fix |
|---|---|---|
| Is the product named and described in the first screen of text? | Yes, in one sentence | Rewrite the hero |
| Is the text in the HTML, not only an image or script output? | Yes | Render it server-side |
| Does a specific claim have evidence beside it? | Screenshot, test or case | Add it or remove the claim |
| Are pricing and plan names readable text? | Yes | See our pricing page guide |
| Does the page say who it is not for? | Yes | Add a short line |
A before and after
Before: “The all-in-one platform that transforms how teams work.”
After: “Acme Tasks is a project tracker for agencies with 5 to 50 staff. It replaces spreadsheets for client approvals.”
Acme is an invented name for illustration. The second version can be quoted without context, which is the point.
What not to do
Google says writing separate pages for every query variation, mainly to manipulate AI responses, violates its scaled content abuse policy. Do not publish fifty near-identical “best tool for X” pages. Structured data is not required, though Google documents SoftwareApplication markup and lists a price and a rating or review among its requirements. If you add it, it must match the visible page.
What to do
- Run the audit table on your top landing page.
- Rewrite the first sentence as in the example.
- Replace one vague claim with real evidence.
- Add the page to your monthly prompt test.
- Read the AEO and GEO playbook for the wider map.
