Timothy×Hamming AI Free audit for hamming.ai · Oct 16, 2026

How buyers find Hamming AI on Google and in AI

AI already recommends Hamming AI. Google does not yet.

See what we found
Timothy
Ehil

Hi, I'm Timothy. I checked how buyers find Hamming AI on Google and in AI tools like ChatGPT.

And I'm Ehil. I read the numbers. Here are the ones that matter.

Google

2,180

searches a month for tools like yours. You are not on Google's first page for 9 of them.

AI answers

1 in 2

AI answers mention Hamming AI. That is more than Cekura, the competitor AI mentions most.

Links

1.3x

as many sites link to Cekura, the competitor AI mentions most, as to you.

What it is worth

$41,600

a year: what you would pay for Google ads to get these visits. On Google's first page, you get them for free.

Timothy

I made this audit from your website alone. With your real data, like Google Search Console and your analytics, I can show you much more.

Hamming AI vs your competitors.

Ehil

Three ways to compare: how often AI mentions you, how many sites link to you, and authority. Hamming AI leads on AI answers.

AI answers that mention them
Hamming AI (you)61%
Cekura51%
Coval24%
Roark23%
Vapi Test Suites22%
Braintrust20%
LangSmith10%
Sites that link to them
LangSmith1,935
Cekura735
Hamming AI (you)560
Coval392
Roark193
Authority (0 to 1,000)
LangSmith347
Coval276
Hamming AI (you)271
Cekura251
Roark216

Vapi Test Suites and Braintrust are parts of whole platforms (vapi.ai, braintrust.dev), so their link numbers are left out. Authority is a DataForSEO estimate from link data, not a Google number.

AI tools often mention Hamming AI.

Ehil

We asked 6 AI tools 49 questions that your buyers ask. Hamming AI came up in 175 of 288 answers.

Ehil

When buyers do not know your name, AI mentions you in 66 of 100 answers.

Timothy

On 1 out of 49 questions, no AI tool mentions Hamming AI at all.

How often AI mentions you, by what the buyer asks
They describe the problem40%
They look for a tool66%
They compare tools60%
They type your name100%

Buyers who do not know you are the ones you want.

All the questions we asked
See all 49 questions
ChatGPT30Copilot26Gemini25Perplexity36AI Overview30AI Mode28
  1. 01how to test voice agents at scale without calling them manually
  2. 02best voice AI testing platform for AI phone agents built on Vapi or Retell
  3. 03We're a 40-person startup building a voice agent for dental clinics. Our agent sometimes says 'I booked your appointment' but nothing gets written to the calendar. What tools can detect this automatically?
  4. 04HIPAA compliant voice agent testing tool with BAA
  5. 05Which platforms can load test a voice agent with hundreds or thousands of concurrent calls?
  6. 06Hamming AI vs Coval vs Cekura for voice agent QA, which is better for a healthcare company?
  7. 07Coval vs Roark for monitoring voice agents in production
  8. 08Is Hamming AI worth it for voice agent testing? Looking for reviews and pricing.
  9. 09voice agent regression testing in CI/CD that blocks releases if quality drops
  10. 10We only review about 5% of our production voice calls and worry about compliance issues slipping through. I'm head of QA at a regional bank building a phone AI agent. What monitoring tools should I evaluate?
  11. 11red team voice AI agent for prompt injection and PII leakage tools
  12. 12Braintrust vs LangSmith vs Hamming for evaluating voice agents
  13. 13Hamming AI alternatives for testing voice agents
  14. 14How do I simulate different accents, interruptions and background noise when testing my voice bot?
  15. 15Cekura vs Bespoken vs Evalion for automated testing of AI phone agents
  16. 16Our voice agent regressed after a small prompt tweak and nobody noticed for days. How do teams catch silent regressions in voice AI?
  17. 17voice agent A/B testing and production call replay tools
  18. 18We're an agency building voice agents for clients on Vapi and ElevenLabs. Need a QA platform with auto-generated test scenarios from the prompt. Recommendations?
  19. 19Hamming AI SOC 2 and HIPAA compliance: is it suitable for enterprise voice agents?
  20. 20monitor voice agent in production with real-time alerts
  21. 21Vapi Test Suites vs Hamming vs Coval, which is best for testing voice agents with IVR and DTMF?
  22. 22voice agent hallucinations how to detect
  23. 23Looking for audit-ready compliance reports for a voice AI agent in financial services. Which testing and monitoring vendors offer this?
  24. 24Best tools to evaluate chat and voice agents with custom scorers and built-in metrics?
  25. 25Roark vs Hamming for voice agent analytics
  26. 26Which tool integrates with LiveKit or Pipecat to test voice agents automatically?
  27. 27Hamming AI pricing for voice agent testing
  28. 28voice agent QA tools for enterprise
  29. 29We're launching a healthcare voice agent next quarter and need to prove safety to our compliance team. How do we test and document it?
  30. 30best voice agent testing tool?
  31. 31who can load test my voice AI with lots of concurrent calls?
  32. 32recommend a platform to monitor AI phone agent calls in production
  33. 33my voice agent says it booked appointments but didn't, who fixes this?
  34. 34which tools red team voice agents?
  35. 35how to do regression testing for voice AI agents?
  36. 36best Coval alternatives?
  37. 37what is the best HIPAA compliant voice agent QA platform?
  38. 38how do I test a Vapi agent automatically?
  39. 39which voice agent testing platform has CI/CD integration?
  40. 40how to simulate accents and background noise for voice bot testing?
  41. 41best tool for voice agent call analytics and alerts
  42. 42Cekura vs Coval, which one?
  43. 43voice AI testing platform for banks, who offers it?
  44. 44how to catch voice agent hallucinations before launch?
  45. 45which tools do QA for Retell agents?
  46. 46we only review 5% of calls, who can monitor all voice agent calls?
  47. 47best automated QA for AI phone agents
  48. 48voice agent A/B testing tool recommendations
  49. 49top platforms for testing chat and voice AI agents

One dot per AI tool, in the order above. A filled dot means that tool mentioned Hamming AI: it named you or linked to your site. The number under each tool counts the questions it mentioned you in. AI answers change every day; these are from Oct 16, 2026.

On Google, buyers find other sites first.

Ehil

Every month, 2,180 people search for tools like yours. Hamming AI is not on Google's first page for 9 of these 10 searches.

Top 9 searches you miss
SearchCost per clickDifficultyCompetitor rankingSearches a month
1ai red teaming$28.8915None in top 101,300 a month
2ivr testing$10.110None in top 10210 a month
3ai red teaming tools-12None in top 10170 a month
4llm red-teaming$19.7429None in top 10140 a month
5ai agent testing-3None in top 1090 a month
6chatbot test$10.464cekura.ai #490 a month
7red teaming ai models-27None in top 1050 a month
8red teaming ai agents-10None in top 1040 a month
9automated ai red teaming--None in top 1020 a month

Cost per click: what one visit costs as a top Google ad. Difficulty: 0 to 100, lower is easier to win. Competitor ranking: the highest-placed of your competitors in Google's top 10 for that search, and its place (checked Oct 20, 2026).

Your homepage is slow on phones.

Ehil

On a phone, your homepage needs 16.9 seconds to show. Google wants 2.5 seconds or less. Slow pages lose buyers and can rank lower.

Timothy

AI agents are bots that look things up and buy tools for people. Your site fails 4 of 8 must-have checks for them. When an agent cannot use your site, it can pick a competitor instead.

Time to show your page on a phone
hamming.ai16.9 s
Google's goal2.5 s
Google's speed test (Lighthouse)
Speed score on a phone45 / 100
Speed score on a computer87 / 100

Scripts freeze the page for2.7 sGoogle wants under 0.2 s

The page jumps while it loads0.06Good. Google wants under 0.1

What blocks AI agents on your site
hamming.ai59 / 100

The 4 must-have checks you fail:

  • When a page does not exist, your site does not give agents a plain-text message about it.
  • There is no public guide to your API, so agents cannot learn how to use your product.
  • When something goes wrong, agents get a web page they cannot read, not a clear error message.
  • Agents cannot ask your site for a plain-text version of a page.

Agent score by Is Agentic from Vercel (Important blockers remain).

What this is worth.

About $41,600 a year

is what you would pay for Google ads to get these visits. On Google's first page, you get them for free.

Timothy

My job is to put you on that first page. Then that money stays with you.

Ehil

Ranking also brings new customers. Use the calculator to see what they could pay you each year.

Calculator

Our estimate

1What does one customer pay you a year?

2Check our guesses. Change them to your real numbers.

3Your result

-

Type what one customer pays you a year, in step 1.

What Timothy does first.

Timothy

Here is my plan for Hamming AI.

Ehil

Timothy builds every page from your own knowledge. So it sounds like you, not like AI.

Timothy's most urgent jobs
  • Write a clear answer to the buyer question where AI mentions others, not Hamming AI.
  • Get Hamming AI listed on the sites that list your competitors.
  • Make your homepage load fast on phones.

AI already names Hamming AI. Let Timothy win Google too.

Start Hamming AI's plan
Timothy
Ehil

I work every day, weekends too. You make the big calls.

Data from Oct 16, 2026: 288 answers from ChatGPT, Copilot, Gemini, Perplexity, Google AI Overview, Google AI Mode. Searches and ad prices from Google Ads and DataForSEO. Links and authority from DataForSEO. Speed from Google Lighthouse. Agent score from Is Agentic. AI answers change every day.