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Beat bigger competitors in AI answers

We test real customer questions in AI Search, show where competitors win instead of you, and what to change to become the better choice.

We test the AI search engines your buyers ask

  • OpenAI
  • Claude
  • Gemini
  • Perplexity

How it works

From a buyer question to a plan, in three steps.

Paste your website. The first report takes about two minutes.

  1. Paste your website

    We map your business from it: what you do, audience, competitors. Then we list the problems buyers ask AI about. You can edit it all.

  2. We ask AI for you

    Every buyer problem goes to ChatGPT, Gemini and other AI. You see who AI recommends, and where it picks someone else.

  3. See how to become the better choice

    We score how unique your business looks to AI, then give you a ranked plan of moves that close the gap: sharper positioning and proof. We re-check after you make them.

The Product

See who AI shortlists instead of you.

We ask AI your buyers’ questions, show who it picks, and what to change to become the pick.

app.moatlight.com
Last 30 daysChatGPTGeminiExample data

Questions that don't name you

Mentions

8of 60 answers13%

95% range 7-24%. Smile Co. was named in 41. You rank #4 of 4 brands AI named.

Engine by engine, never blended

ChatGPT2 of 30 (2-21%)
Gemini6 of 30 (10-37%)

Share of voice

8%8 of 96

+2 pts vs Sep

Questions with you

3/ 6

+1 vs Sep

Unique score

42/ 100

Preview

Named in answers

Out of 60 sampled answers, per monthly run

  • Bay Dental
  • Pacific Dental
  • Smile Co.

Who AI names

Across all 60 answers, with each brand's unique score

  • 01Smile Co.Unique 7141/60
  • 02Pacific DentalUnique 3433/60
  • 03Mission DentalUnique 4714/60
  • 04YouUnique 428/60

Smile Co. is named most and has the sharpest claims. That is the gap to close.

Where you stand today

No dates and no forecast. Where you are now, and what moves at the next run.

  1. Readable4 of 4 pages load
  2. CitedAI cited 2 of your pages
  3. NamedIn 8 of 60 answers
  4. Named more widelyFor 3 of 6 questions
  5. RecommendedTop pick in 2 answers
  6. Business resultNot measured yet

Our approach

Be the brand AI picks for what you do best.

We find what makes you different and show where the proof must appear for AI to read it.

Frequently asked questions