[Reviewers] AI Visibility Audit — How ChatGPT, Perplexity & Google AIO see your brand. 10 spots.

BrandingCat said:

I got a report, very practical and useful, easy to follow step by step guide. Cool stuff, thanks @Slusser

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glad it's actionable, that's the goal. thanks for the review

Ley said:

REVIEW

I received my report in less than 3 days, and it's a 19 page report.

My brand was tested on 3 AI machines as promised, and an aggregate score was given.

The report has different categories, and it contains everything you need to know about your site or brand's performance on AI.

For example, it showed how your website appears in AI overview compared to your competitors in the COMPETITOR LANDSCAPE category.

Same for the Query analysis, and others.

It's a good insight to understand how AI platforms understand your brand/website and the key terms you rank for.

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appreciate the detailed breakdown. Good to hear the competitive landscape and query analysis sections were useful - those usually reveal the biggest opportunities. thanks for the feedback

MarkLee2411 said:

Count me one!

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alwaysgrinding said:

yes. interested

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frnckstevenson said:

Interested

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xRAYPEST said:

Interested

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Thanks for interest! I'm putting you on the waiting list

I received a review copy.

OP share a report of 19 pages.
Report had Competitive Landscape, Query Analysis, Citation Landscape, Brand Framing Analysis, Deep Dive Opportunity, Reverse Engineering, AI-Readiness Page Audit and many more scores.

Report also included an Action plan to increase AI visibility:

Great service from OP

Infamous Nik said:

I received a review copy.

OP share a report of 19 pages.
Report had Competitive Landscape, Query Analysis, Citation Landscape, Brand Framing Analysis, Deep Dive Opportunity, Reverse Engineering, AI-Readiness Page Audit and many more scores.

Report also included an Action plan to increase AI visibility:

Great service from OP

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Thanks a lot for taking the time to write this up, really appreciate it.

Glad the report gave you a clear picture of where things stand. The page audit and competitive landscape sections tend to be the ones people find most actionable, so it's great to hear those landed well.
Cheers

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That's a wrap on the beta - wanted to close this thread with a proper thank you.

Running this with real testers gave me way more than I expected. The feedback wasn't just "works / doesn't work" - it surfaced things I wouldn't have caught otherwise: edge cases in how different platforms handle niche brands, gaps in the reporting structure, and a few metric ideas I hadn't considered.

As a direct result of this round, I introduced several new sections and reworked parts of the methodology. The report that goes out now is meaningfully better than what you tested - more structured, more actionable, and with additional scoring dimensions that came directly from your input.

So genuinely, thank you. This kind of early feedback is what makes the difference between a decent tool and one that actually holds up.

For anyone following this thread - the service is now officially live: https://www.blackhatworld.com/seo/a...conversations-analyzed-59-early-bird.1801186/