Buyers ask AI for a shortlist before they ever see your pricing page

Somebody gets recommended in those answers. Track whether it's you, topic by topic, and who takes the slot when it's not.

40 tracked prompts free, no credit card needed

The shortlist happens without you

Evaluation starts in a chat window

Category roundups, comparisons, use-case fit: answered in one place now, before your site sees a visit.

Your rankings do not transfer

You can rank first in search and still be absent when AI answers the same question.

The exec question has no number

When leadership asks how you're doing in AI answers, you need a rate and a trend, not a screenshot.

SaaS marketer working on a laptop beside a growth plan whiteboard
Built for category battles

Know your standing, topic by topic

  • A score per topic: Visibility by the themes buyers ask about: alternatives, use cases, integrations, pricing.

  • Competitor share of voice: Who gets named in your category, how often, and how it trends.

  • The citation map: The review sites, comparisons, and docs your category's answers lean on, and where you're missing.

  • Tone, not just presence: Leader or cheap alternative? See the wording AI uses about you.

See it on a real category

The live demo is this product on a real SaaS category: email marketing software, tracked daily. Shortlists, sources, and full transcripts.

Open the SaaS demo

Questions SaaS teams ask

We already have an SEO platform. Is this the same thing?

No. Rank trackers measure your position in search. This measures whether AI mentions, recommends, and cites you when buyers ask directly.

How do I know the numbers are not noise?

Every prompt is sampled seven times a week and every rate carries a confidence interval. Movement within noise is called noise.

Can my content team act on this?

Topic scores show where you're losing, citation gaps show what to write and who to pitch, and every claim links to answers you can read.

Know if you are on the shortlist

Set up your product in minutes. Free plan, no credit card needed.