AEO for SaaS

SaaS buyers ask AI for tool recommendations before they ever see your site. If your tool is not among the names it gives, you are not in the comparison at all.

The pattern is consistent: for "best tools for X" questions, AI names the tools with the clearest positioning and the most independent mentions — boilerplates, review sites, and "best of" lists dominate. A technically strong tool with a vague site and no mentions loses to a weaker tool that is easier to describe.

What to do about it

• Position in one line. What it does, for whom, and how it differs. If the AI cannot repeat it, buyers will not hear it.
• Get listed honestly. Comparison pages and tool lists are where AI looks. Being accurately listed beats being absent.
• Audit the prompts that matter. Track the exact questions your buyers ask, not generic ones.