AI Visibility
A SaaS marketing team needs more from an AI visibility tool than a score. Eight criteria to compare tools, the SaaS pages that matter most in AI answers, and questions to ask before you buy.
Eight free checks a small business owner can run in one afternoon to see whether search engines and AI answer engines can find, read and cite their website. No sign-up needed for most.
No AI provider publishes its citation formula, but the pipeline is known: a page has to be crawlable, indexed, retrieved and quotable. Here is what each step needs from your site.
A solo founder does not need an analytics team to know whether search and AI engines mention them. A fixed list of questions, a monthly routine and one spreadsheet are enough to start.
