On this page
As of November 2026, buyers ask AI assistants to shortlist software for a job, compare two products, or find a cheaper option. A SaaS product gets on those lists when crawlers can read its pages, when it has a page that answers each buyer question directly, and when the facts AI repeats about it, such as price and features, are current.
Pages that answer buyer questions
| Buyer question | The page that answers it |
|---|---|
| What is the best tool for [job]? | A use-case page for that job, with who it is for |
| [Your product] vs [competitor] | An honest comparison page with a date |
| Alternatives to [competitor] | An alternatives page that names where they are better |
| How much does [your product] cost? | A pricing page with every plan and limit in text |
| Does [your product] work with [tool]? | One integration page per real integration |
Keep the facts current
- Show prices and limits as text, not only in images or a JavaScript widget.
- Put a date on comparison and pricing pages.
- Redirect old pricing and launch pages to the current page.
- Use SoftwareApplication markup that matches what the page shows.
Be present where AI looks
In our own category, AI answers cited platform docs, competitor sites, best-of lists, Reddit, YouTube and small sites that answer one narrow question. List your product honestly in the directories your buyers use, and take part where you have real experience to share. If your buyers are developers, also read the guide for developer tools.
Questions people ask
Does a free trial page help?
It helps buyers. For AI answers, a clear pricing page with the trial terms in text helps more.
Should I write about competitors?
Yes, honestly and with sources. Buyers ask AI about them, and fair pages get cited.
How many integration pages do I need?
One for each integration that works today. Do not publish pages for planned ones.
What this does not tell you
Which buyer questions name your competitors and not you, and which of your pages AI crawlers can read today.
Sources
- 1.Google Search Central: Software app structured data: SoftwareApplication markup
- 2.Google Search Central: AI features and your website: how AI Overviews and AI Mode choose pages