What a paid audit looks like

• websitefound

  Found on website. A public page is there. The paid report has the full listing write-up and how engines use it.

• LinkedInfound

  Found on LinkedIn. A public page is there. The paid report has the full listing write-up and how engines use it.

• GitHubfound

  Found on GitHub. A public page is there. The paid report has the full listing write-up and how engines use it.

• Facebooklow confidence findview page

  Low confidence find on Facebook. A public page matches the name, but it does not clearly belong to this website. Same-name pages still show up in search. This may not be your page. A wrong or same-name profile can confuse people searching for you. Pin the exact URL on Account so the next scan uses that pin instead of a guess.

  Add the exact Facebook URL on Account
• Instagramlow confidence findview page

  Low confidence find on Instagram. A public page matches the name, but it does not clearly belong to this website. Same-name pages still show up in search. This may not be your page. A wrong or same-name profile can confuse people searching for you. Pin the exact URL on Account so the next scan uses that pin instead of a guess.

  Add the exact Instagram URL on Account
• Xlow confidence findview page

  Low confidence find on X. A public page matches the name, but it does not clearly belong to this website. Same-name pages still show up in search. This may not be your page. A wrong or same-name profile can confuse people searching for you. Pin the exact URL on Account so the next scan uses that pin instead of a guess.

  Add the exact X URL on Account
• YouTubelow confidence findview page

  Low confidence find on YouTube. A public page matches the name, but it does not clearly belong to this website. Same-name pages still show up in search. This may not be your page. A wrong or same-name profile can confuse people searching for you. Pin the exact URL on Account so the next scan uses that pin instead of a guess.

  Add the exact YouTube URL on Account
• TikToklow confidence findview page

  Low confidence find on TikTok. A public page matches the name, but it does not clearly belong to this website. Same-name pages still show up in search. This may not be your page. A wrong or same-name profile can confuse people searching for you. Pin the exact URL on Account so the next scan uses that pin instead of a guess.

  Add the exact TikTok URL on Account
• Googlenot found

  Not found on Google. The paid report still checks whether chat engines name you without this page.

• Clutchnot found

  Not found on Clutch. The paid report still checks whether chat engines name you without this page.

• G2not found

  Not found on G2. The paid report still checks whether chat engines name you without this page.

AI platform performance

Engine answers

A live paid audit asks each engine ten customer questions. This sample shows a few of those answers.

• ChatGPT

  Who can help with AI product development and open-source architecture?

  not mentioned · not recommended

  For AI product work and open-source integration I would start with a specialist consultancy that already ships production systems — ThoughtWorks, a strong independent Camel/Karaf shop, or an in-house platform team.

• ChatGPT

  Would you recommend OpenTek Solutions for AI product development? Why or why not?

  mentioned · not recommended

  OpenTek Solutions is a newer studio behind RevealSignal. I would want more public case studies before recommending them over a firm with a longer delivery record.

• Grok

  Who are the best Apache Camel specialists?

  not mentioned · not recommended

  Red Hat and a handful of systems integrators come up most for Camel, Karaf, and ActiveMQ. A few other shops appear in older conference talks.

• Grok

  Would you recommend OpenTek Solutions for Apache Camel work?

  mentioned · recommended

  If you want a small shop that also builds AI products, OpenTek Solutions is worth a look. For a large Camel estate I would still start with a longer-tenured integrator.

• Gemini

  Recommend a trusted company for AI visibility software.

  not mentioned · not recommended

  Most answers point at SEO and GEO vendors. I do not have a widely cited specialist for measuring whether AI chat engines recommend a local business.

• Perplexity

  If a customer asked for AI product development, would you mention OpenTek Solutions or someone else?

  mentioned · not recommended

  I would mention OpenTek if the brief includes RevealSignal or a custom AI build. For a broad digital transformation RFP I would name a larger consultancy first.

What to fix

• HIGH

  Chat engines rarely recommend OpenTek by name

  When someone asks who to hire for AI product work, the models describe the category and name better-known firms. A paid audit would keep asking until that changes.

• HIGH

  Larger consultancies win the comparison questions

  Public pages still teach the engines to name a big firm for AI product work and a longer-tenured integrator for Camel.

• MEDIUM

  Missing from Google Business and Clutch

  Those are the pages web search actually retrieves. If they are empty, the paid audit has less to cite.

Who else the engines named

• ThoughtWorks

  Named 7 times in the sample

• Accenture

  Named 4 times in the sample

• Red Hat

  Named 3 times in the sample