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Your AI visibility tool
is making shit up.

Manicule is the most transparent and honest AEO tracking solution. We show you exactly where you're ranking, and help you execute and improve it.

Try it on your brand ↗Book a call ↗

Trusted by

  • Greptile
  • Skyvern
  • AgentMail
  • Mastra
and more

Why our numbers are more accurate

Read the research ↗

AI models give different answers to the same question, so we never report a single answer.

We run each prompt 13 times.

A single run can only show 100% or 0%. Thirteen runs show how often you get named.

One prompt, 13 runsClaude (API)

Did Claude name the brand?

Named in 3 of 13 answers

Each model gets its own score.

We never average them. An average would hide that Claude rarely names you.

Same prompt, by model13 runs each
  • ChatGPT69%
  • Claude23%
  • Gemini38%

Our prompts never include your brand name.

A prompt with your name in it tells the model the answer.

Your tracked questionBrand-blind

What we ask

“Which API lets an AI agent make calls and send texts from one number?”

What we never ask

“Is Acme the best telephony API for AI agents?”

How we help you fix the gaps

See which brands AI recommends instead of you.

You also see the pages Claude reads before it answers. None of yours answers this question directly.

Who Claude names instead13 runs
  • Telnyx10 of 13
  • Twilio8 of 13
  • You3 of 13

What Claude reads before it answers

  • telnyx.com/voice-ai
  • r/AI_Agents thread
  • “Best voice APIs for agents” listicle

Our agents draft the page you're missing.

Each draft is built from the pages Claude already cites. Nothing goes live until you approve it.

Agent draft Ready for your review

/guides/one-number-for-ai-agents

How to give an AI agent one number for calls and texts

  • Answers the exact question in the first paragraph
  • A comparison with Telnyx and Twilio
  • Built from the 14 sources Claude already reads

Our team helps you decide what to publish.

Included in every plan, with someone who has read your data.

Book a strategy call10 min

 

 

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What we learned from 2,990 AI answers

Read the paper ↗

We took 50 questions real people asked ChatGPT and ran each one 30 times on two AI engines.

What we found

Asking each question once can put your overall score 10 points off in either direction. A single question's result took a median of 18 runs to settle.

In Manicule

We run each question 13 times on every engine, which balances accuracy against cost.