AI visibility for saas
Make AI list your product among the top tools in your category.
Run a free scanSoftware buyers research with AI. "Best CRM for small business", "top project management software", "best [category] tool" — these queries return AI answers naming a short list of products, and that list shapes the buyer's shortlist before any demo. Our research found AI cites review sites, comparison content, YouTube and Reddit heavily when recommending software.
SaaS GEO is about being one of the tools AI names. CiteLens tracks whether AI recommends your product for your category's buying queries, which competitors it lists, and the review and comparison sources that decide inclusion — so you can win the AI shortlist, not just the Google ranking.
The problem
Buyers ask AI for 'the best tool for X' and 'alternatives to Y'. These answers shape shortlists. If you're absent or misrepresented, your pipeline quietly shrinks.
How CiteLens helps
CiteLens tracks exactly these prompts across ChatGPT, Perplexity and Claude, shows whether AI names saas like yours or your competitors, and tells you which sources to win so the engine recommends you next time.
Frequently asked questions
Does ChatGPT recommend SaaS tools?
Yes. For "best [category] software" queries, AI names a short list of tools drawn from review sites (G2, Capterra), comparison content, YouTube and Reddit. Tools absent from those sources rarely make the list.
How do I get my software recommended by AI?
Win on the sources AI cites: strong G2/Capterra reviews, comparison and "best of" listicles, YouTube reviews, and Reddit presence, plus clearly-structured product pages. CiteLens tracks whether AI names you for your buying queries.
Why does AI recommend my competitor and not me?
Usually because competitors are more present on the review, comparison and community sources AI trusts. Closing that gap — and measuring it — is what GEO does.
How is GEO different from SaaS SEO?
SEO ranks your pages; GEO gets you named inside the AI answer. Because AI cites different sources than Google ranks, you need to measure and optimise AI visibility separately.