Are you recommended?
Track first picks, shortlist appearances, answer share, and citations across provider-native live search answers.
AI recommendation intelligence for SaaS
Are you in
the answer?
See when AI recommends your SaaS, why competitors get picked instead, and exactly what to fix next.
Public URL onlyNo customer loginNo computer use
SAMPLE SCANACME.APP
RECOMMENDATION RATE32%
↓ 8 pts vs peersClaude Search38%
OpenAI Search31%
Perplexity Sonar29%
Gemini Search27%
01
BIGGEST ANSWER GAP
Competitors substantiate “easy setup.” You only claim it.Fix: add time-to-value proof to 3 comparison pages →ANSWER SURFACESPerplexity / LIVEOpenAI / LIVEClaude / LIVEGemini / LIVENO BLENDED SCORE
The whole loop
From invisible to
first choice.
Rankings alone create anxiety. The product should tell you what changed, what matters, and what to ship.
Why are they winning?
Compare the public evidence agents can retrieve: positioning, proof, pricing, authority, and freshness.
What should you fix?
Get a ranked action queue with the exact page, claim, proof point, or third-party mention to pursue next.
How it works
One public URL. Zero credentials.Map
We turn your category, audience, competitors, and use cases into a repeatable set of buying questions.
Measure
We run those prompts on a named answer surface, normalize every recommendation, and preserve the source answer.
Improve
You ship an evidence-backed fix, rerun the same test, and see whether recommendation share moved.
THE HONEST “WHY”
We won’t pretend to read a model’s mind. Diagnoses are observable differences between you and the products it picks. Causality is earned by shipping a fix and rerunning the same prompt set.
Built for action
Don’t buy another
dashboard.
Every loss becomes a specific, prioritized move your tiny team can actually make.
- 01 The exact missing page or proof point
- 02 Why it is likely suppressing recommendations
- 03 Expected impact, effort, and test plan
- 04 A draft you can edit and ship
NEXT BEST ACTIONP1
POSITIONING GAP · HIGH IMPACTOwn the “no sales call” buying prompt
Four competitors rank because they state price and setup time on the page agents cite. Your pricing page does neither.
EVIDENCE
Absent in 17/20 responses
Present on 4/4 winning pages
Your baseline is free