See How ChatGPT, Google, etc. Describe Your Brand | AI Visibility Audit | First 5 FREE for Reviewers

dtang4 · 16th Jun 2026, 06:04 AM

I've been a Warrior since 2010 and I ran several successful WSOs here back in the day. I stepped away for a while. I'm back because something genuinely worth your attention showed up in 2026: how AI describes your brand to your customers. I first posted this offer a couple of months back, and since then I've rebuilt the whole thing into something a lot stronger. Details below.

Here is the thing almost nobody is measuring yet.
Your customers are not just Googling anymore. They are asking ChatGPT, Perplexity, and Google's AI "what is the best [your niche]?" and "who should I buy from?" Whatever the AI says back, most people take as the answer. If the AI names a competitor and skips you, or describes you wrong, you lose that sale and you never even see it happen. It does not show up in your traffic, and it does not show up in your analytics. It is invisible.

I know you have been pitched a million times, and this is not one of those. No hype, no secret loophole. This is a straightforward service that answers one simple question: when your customers ask AI about your niche, what does it actually say about you?

What This Is, in Plain English

A real person, not a bot and not a scraper, sits down and asks the AI engines the same kinds of questions your customers ask, the way your customers ask them. We record exactly what the AI says about you, your competitors, and your category. Then we score it and hand you a clean report that shows where you stand and what to fix first.
You do not need to understand any of the technical side. That is our job. You just need to know whether AI is sending customers to you or to your competitor.

Real People, Not Bots

This matters more than it sounds. The automated "AI tracking tools" send bots to hammer the AI engines, and the engines detect those bots and feed them stripped-down or blocked answers that no real customer ever sees. So their data is wrong before it even starts. A human in a normal session sees what your customer actually sees. That is the whole difference, and it is why the report you get is the real picture, not a bot's guess.

See it first. I've run full audits on real, recognizable brands, in the exact format you'd receive:

Oura Ring: a 92/100 brand where AI still invents products that don't exist
Costco: how AI describes a retail giant, and where it gets the facts wrong
Accenture: a top-tier brand AI describes perfectly, then declines to name first
Salesforce: a brand AI knows, still won't recommend, and invents facts about

Want to read one? Comment the brand and the word audit (for example "Costco audit") and I'll send the full report over. Prefer a redacted client audit instead? Just comment "sample". No purchase, no catch. Look at exactly what you would get before you spend a penny.

What You Get

Every audit comes back as a consulting-grade report, plus a spreadsheet (CSV) of every single AI answer we captured, so you can check our work yourself. Since launch the report has grown from a simple PDF into something you can actually work. Inside:

Your AI Visibility Score, 0 to 100, with a plain-English rating band from Invisible to Dominant
A score on each of the 6 ANSWER dimensions (Appearance, Nomination, Showdown, Worth, Expertise, Reputation), so you see exactly where the gap is
Citation Rate and Accuracy Rate: how often AI mentions you, and how often it gets you right, because a wrong mention can cost you more than no mention
A per-engine breakdown across ChatGPT, Perplexity, Google, and more, so you see which AI is ignoring you
An impact-effort matrix and tracked recommendations: every fix ranked, with the exact AI quote behind it, that you can set a status on and work like a checklist
A 90-day roadmap with score targets you can drop straight into your calendar
A hallucination log of every false claim AI makes about you, and a citations log of every source the engines trust in your category
A verbatim explorer with the full, word-for-word answer behind every score
Export to editable Word, print-ready PDF, and CSV

The Two Audits

Standard. 25 questions across 3 AI engines (ChatGPT, Perplexity, and Google's AI), 1 run. A focused snapshot of where you stand. Regular price $199. Now delivered in about 1 business day.
Comprehensive. 50 questions across all 5 engines (adds Claude and Grok), 2 runs for a more stable read, plus Share of Voice against your competitors and a deeper competitor breakdown. Regular price $499. Delivered in about 2 business days.
Running audits regularly? Put your brand on a recurring schedule and save 20% ($159 Standard / $399 Comprehensive), with a "what changed" readout each cycle.

Your Money-Back Guarantee

Simple and total. If I miss the turnaround, or you look at the report and you are not happy with the quality, tell me within 7 days and I will redo it or refund you in full. You carry zero risk. The only way you lose here is by never finding out what AI is telling your customers.

The Warrior Deal

5 FREE Standard audits for established Warriors only (100+ posts and 6+ months on the forum), in exchange for an honest review posted in this thread, good or bad. Comment "review copy" to claim a slot. First come, first served.
50% off for Warriors. Comment "discount" below and I'll PM you a Warrior-only 50% code while this relaunch is running. That brings the Standard audit to around $99.

These deals are exclusive to this thread.

Running an Agency or Selling Services?

Every report can ship unbranded, with your own name and logo on it. Run the audit for your clients, hand them a polished report, and charge what you like. A lot of Warriors will make back the cost of a Comprehensive audit several times over on a single client. PM me to set up white-label.

How to Order

It is all self-serve, no back and forth needed. Ready to go now? Pick your audit and pay by card:

Want 50% off first? Comment "discount" and I'll PM your Warrior code before you check out.

New to the AI Stuff? Ask Me Anything

A lot of you are hearing terms like AEO (answer engine optimization), GEO (generative engine optimization), and "AI visibility" and wondering what they actually mean for your business, or whether they matter at all. I'm happy to break any of it down in plain English. No question is too basic. Drop it below and I'll answer.

Already Had Your Audit Run?

Post your honest results here, good or bad. Other Warriors want to hear from real customers.

I'll be in this thread answering every comment. Ask away, grab a sample, or claim a review copy. Let's find out what AI is really telling your customers.

dtang4 · 17th Jun 2026, 05:58 AM

QUICK REFERENCE, start here
I keep this post updated, so check here first.

What this is, in one line
A real person asks the AI engines the questions your customers ask, records what they say about you, and hands you a scored report on where you stand and what to fix.

4 ways to see it before you buy

Read a real audit. I've run full audits on Oura Ring, Costco, Accenture, and Salesforce. Comment the brand and the word audit (for example "Costco audit") and I'll send it.
Redacted client sample. Comment "sample" for a full redacted client audit.
Free review copy. A free Standard audit in exchange for an honest review in this thread (established Warriors: 100+ posts, 6+ months). Comment "review copy".
50% Warrior code. Comment "discount" and I'll PM you a Warrior-only 50% code while this relaunch runs.

Quick FAQ

What is this in one sentence?
A human asks the AI engines the questions your customers ask, records what they say, and scores it into a report on where you stand and what to fix.

Do I need to be technical?
No. Plain-English report and a prioritized to-do list. We handle the technical side.

What do you need from me?
Your brand name, your website, and the kinds of things your customers search for. Not sure? I'll help you build the question list.

How long does it take?
About 1 business day for Standard, 2 for Comprehensive, starting once we lock your questions.

What do I receive?
A consulting-grade report: your AI Visibility Score, the 6 ANSWER dimensions, a per-engine breakdown, an impact-effort matrix, tracked recommendations, a 90-day roadmap, hallucination and citations logs, and every verbatim answer, exportable to Word, PDF, and CSV.

Standard or Comprehensive?
Standard (3 engines, 25 questions, $199) is the right start for most. Comprehensive (5 engines, 50 questions, 2 runs, competitor Share of Voice, $499) is the full picture or for client work.

Is this just an AI tool or an API thing?
No. A human runs every query in a real, logged-out session, the way your customer would. Automated tools get blocked or fed junk.

Can I use this for clients?
Yes: unbranded with your name and logo, exports included. PM me.

How do I pay, and what if I'm not happy?
Card, on the site. Miss the turnaround or unhappy with quality? Tell me within 7 days for a redo or full refund.

Got an AI question that isn't about my service (AEO, GEO, AI visibility, any of it)? Ask below. No question is too basic and I'll answer every one I can.

dtang4 · 13th Aug 2026, 02:13 PM

Big update, this has come a long way since I first posted

I've been heads-down improving this since launch, and it's a different animal now. Quick rundown of what's new:

The report is something you actually work now. It went from a static PDF to a live scorecard, an impact-effort matrix, and recommendations you can set a status on and track like a checklist.
Real-brand audits you can read. I've run full audits on Oura Ring, Costco, Accenture, and Salesforce, in the exact format you'd receive. Comment the brand and the word audit (for example "Costco audit") and I'll send the full report so you see the actual deliverable. Want a redacted client one instead? Comment "sample".
New inside the report: Share of Voice against your competitors, a 90-day roadmap you can push to your calendar, a hallucination log of every false claim AI makes about you, a citations log, a verbatim explorer of every answer, and one-click export to editable Word.
Faster. The Standard audit now lands in about 1 business day.
Recurring audits now save 20%, with a "what changed" readout each cycle.

To relaunch this for the Warrior crowd:

Re-opening 5 free review copies: a free Standard audit for established Warriors (100+ posts, 6+ months) in exchange for an honest review here. Comment "review copy".
50% off for Warriors: comment "discount" and I'll PM you the code.

And if you're just trying to make sense of AEO / GEO / "AI visibility" and whether it matters for your business, ask below. No question is too basic. Let's find out what AI is telling your customers.

schumy · 22nd Aug 2026, 02:05 AM

Very interesting service.

I have a slightly different use case that seems closely related to the research process you've built: using public information, customer language, reviews, competitors and AI research to identify the strongest and most defensible strengths/differentiators of a business.

I'm building a positioning-related service and I'd be interested in discussing whether your methodology could be adapted to this.

I'll send you a PM with a little more context.

schumy · 22nd Aug 2026, 02:22 AM

Originally Posted by schumy

Very interesting service.

I have a slightly different use case that seems closely related to the research process you've built: using public information, customer language, reviews, competitors and AI research to identify the strongest and most defensible strengths/differentiators of a business.

I'm building a positioning-related service and I'd be interested in discussing whether your methodology could be adapted to this.

I'll send you a PM with a little more context.

Sorry but I've noted I can't send PMs yet because I have no enough public posts, could you please reach me out by your PM? Probably I can reply there

Do you notice significant differences between how ChatGPT, Gemini and Google AI describe the same brand, especially when the brand has a very specific positioning?

16th Jun 2026, 06:04 AM	#1
dtang4 HyperActive Warrior War Room Member Join Date: 2010 Posts: 471 Thanks: 30 Thanked 234 Times in 34 Posts	See How ChatGPT, Google, etc. Describe Your Brand \| AI Visibility Audit \| First 5 FREE for Reviewers Share on: I've been a Warrior since 2010 and I ran several successful WSOs here back in the day. I stepped away for a while. I'm back because something genuinely worth your attention showed up in 2026: how AI describes your brand to your customers. I first posted this offer a couple of months back, and since then I've rebuilt the whole thing into something a lot stronger. Details below. Here is the thing almost nobody is measuring yet. Your customers are not just Googling anymore. They are asking ChatGPT, Perplexity, and Google's AI "what is the best [your niche]?" and "who should I buy from?" Whatever the AI says back, most people take as the answer. If the AI names a competitor and skips you, or describes you wrong, you lose that sale and you never even see it happen. It does not show up in your traffic, and it does not show up in your analytics. It is invisible. I know you have been pitched a million times, and this is not one of those. No hype, no secret loophole. This is a straightforward service that answers one simple question: when your customers ask AI about your niche, what does it actually say about you? What This Is, in Plain English A real person, not a bot and not a scraper, sits down and asks the AI engines the same kinds of questions your customers ask, the way your customers ask them. We record exactly what the AI says about you, your competitors, and your category. Then we score it and hand you a clean report that shows where you stand and what to fix first. You do not need to understand any of the technical side. That is our job. You just need to know whether AI is sending customers to you or to your competitor. Real People, Not Bots This matters more than it sounds. The automated "AI tracking tools" send bots to hammer the AI engines, and the engines detect those bots and feed them stripped-down or blocked answers that no real customer ever sees. So their data is wrong before it even starts. A human in a normal session sees what your customer actually sees. That is the whole difference, and it is why the report you get is the real picture, not a bot's guess. See it first. I've run full audits on real, recognizable brands, in the exact format you'd receive: Oura Ring: a 92/100 brand where AI still invents products that don't exist Costco: how AI describes a retail giant, and where it gets the facts wrong Accenture: a top-tier brand AI describes perfectly, then declines to name first Salesforce: a brand AI knows, still won't recommend, and invents facts about Want to read one? Comment the brand and the word audit (for example "Costco audit") and I'll send the full report over. Prefer a redacted client audit instead? Just comment "sample". No purchase, no catch. Look at exactly what you would get before you spend a penny. What You Get Every audit comes back as a consulting-grade report, plus a spreadsheet (CSV) of every single AI answer we captured, so you can check our work yourself. Since launch the report has grown from a simple PDF into something you can actually work. Inside: Your AI Visibility Score, 0 to 100, with a plain-English rating band from Invisible to Dominant A score on each of the 6 ANSWER dimensions (Appearance, Nomination, Showdown, Worth, Expertise, Reputation), so you see exactly where the gap is Citation Rate and Accuracy Rate: how often AI mentions you, and how often it gets you right, because a wrong mention can cost you more than no mention A per-engine breakdown across ChatGPT, Perplexity, Google, and more, so you see which AI is ignoring you An impact-effort matrix and tracked recommendations: every fix ranked, with the exact AI quote behind it, that you can set a status on and work like a checklist A 90-day roadmap with score targets you can drop straight into your calendar A hallucination log of every false claim AI makes about you, and a citations log of every source the engines trust in your category A verbatim explorer with the full, word-for-word answer behind every score Export to editable Word, print-ready PDF, and CSV The Two Audits Standard. 25 questions across 3 AI engines (ChatGPT, Perplexity, and Google's AI), 1 run. A focused snapshot of where you stand. Regular price $199. Now delivered in about 1 business day. Comprehensive. 50 questions across all 5 engines (adds Claude and Grok), 2 runs for a more stable read, plus Share of Voice against your competitors and a deeper competitor breakdown. Regular price $499. Delivered in about 2 business days. Running audits regularly? Put your brand on a recurring schedule and save 20% ($159 Standard / $399 Comprehensive), with a "what changed" readout each cycle. Your Money-Back Guarantee Simple and total. If I miss the turnaround, or you look at the report and you are not happy with the quality, tell me within 7 days and I will redo it or refund you in full. You carry zero risk. The only way you lose here is by never finding out what AI is telling your customers. The Warrior Deal 5 FREE Standard audits for established Warriors only (100+ posts and 6+ months on the forum), in exchange for an honest review posted in this thread, good or bad. Comment "review copy" to claim a slot. First come, first served. 50% off for Warriors. Comment "discount" below and I'll PM you a Warrior-only 50% code while this relaunch is running. That brings the Standard audit to around $99. These deals are exclusive to this thread. Running an Agency or Selling Services? Every report can ship unbranded, with your own name and logo on it. Run the audit for your clients, hand them a polished report, and charge what you like. A lot of Warriors will make back the cost of a Comprehensive audit several times over on a single client. PM me to set up white-label. How to Order It is all self-serve, no back and forth needed. Ready to go now? Pick your audit and pay by card: Order Standard ($199) Order Comprehensive ($499) Want 50% off first? Comment "discount" and I'll PM your Warrior code before you check out. New to the AI Stuff? Ask Me Anything A lot of you are hearing terms like AEO (answer engine optimization), GEO (generative engine optimization), and "AI visibility" and wondering what they actually mean for your business, or whether they matter at all. I'm happy to break any of it down in plain English. No question is too basic. Drop it below and I'll answer. Already Had Your Audit Run? Post your honest results here, good or bad. Other Warriors want to hear from real customers. I'll be in this thread answering every comment. Ask away, grab a sample, or claim a review copy. Let's find out what AI is really telling your customers.
	Last edited on 13th Aug 2026 at 02:34 PM.

17th Jun 2026, 05:58 AM	#2
dtang4 HyperActive Warrior War Room Member Join Date: 2010 Posts: 471 Thanks: 30 Thanked 234 Times in 34 Posts	Re: See How ChatGPT, Google, etc. Describe Your Brand \| AI Visibility Audit \| First 5 FREE for Revie Share on: QUICK REFERENCE, start here I keep this post updated, so check here first. What this is, in one line A real person asks the AI engines the questions your customers ask, records what they say about you, and hands you a scored report on where you stand and what to fix. 4 ways to see it before you buy Read a real audit. I've run full audits on Oura Ring, Costco, Accenture, and Salesforce. Comment the brand and the word audit (for example "Costco audit") and I'll send it. Redacted client sample. Comment "sample" for a full redacted client audit. Free review copy. A free Standard audit in exchange for an honest review in this thread (established Warriors: 100+ posts, 6+ months). Comment "review copy". 50% Warrior code. Comment "discount" and I'll PM you a Warrior-only 50% code while this relaunch runs. Quick FAQ What is this in one sentence? A human asks the AI engines the questions your customers ask, records what they say, and scores it into a report on where you stand and what to fix. Do I need to be technical? No. Plain-English report and a prioritized to-do list. We handle the technical side. What do you need from me? Your brand name, your website, and the kinds of things your customers search for. Not sure? I'll help you build the question list. How long does it take? About 1 business day for Standard, 2 for Comprehensive, starting once we lock your questions. What do I receive? A consulting-grade report: your AI Visibility Score, the 6 ANSWER dimensions, a per-engine breakdown, an impact-effort matrix, tracked recommendations, a 90-day roadmap, hallucination and citations logs, and every verbatim answer, exportable to Word, PDF, and CSV. Standard or Comprehensive? Standard (3 engines, 25 questions, $199) is the right start for most. Comprehensive (5 engines, 50 questions, 2 runs, competitor Share of Voice, $499) is the full picture or for client work. Is this just an AI tool or an API thing? No. A human runs every query in a real, logged-out session, the way your customer would. Automated tools get blocked or fed junk. Can I use this for clients? Yes: unbranded with your name and logo, exports included. PM me. How do I pay, and what if I'm not happy? Card, on the site. Miss the turnaround or unhappy with quality? Tell me within 7 days for a redo or full refund. Got an AI question that isn't about my service (AEO, GEO, AI visibility, any of it)? Ask below. No question is too basic and I'll answer every one I can.
	Last edited on 13th Aug 2026 at 02:36 PM.

13th Aug 2026, 02:13 PM	#3
dtang4 HyperActive Warrior War Room Member Join Date: 2010 Posts: 471 Thanks: 30 Thanked 234 Times in 34 Posts	Re: See How ChatGPT, Google, etc. Describe Your Brand \| AI Visibility Audit \| First 5 FREE for Revie Share on: Big update, this has come a long way since I first posted I've been heads-down improving this since launch, and it's a different animal now. Quick rundown of what's new: The report is something you actually work now. It went from a static PDF to a live scorecard, an impact-effort matrix, and recommendations you can set a status on and track like a checklist. Real-brand audits you can read. I've run full audits on Oura Ring, Costco, Accenture, and Salesforce, in the exact format you'd receive. Comment the brand and the word audit (for example "Costco audit") and I'll send the full report so you see the actual deliverable. Want a redacted client one instead? Comment "sample". New inside the report: Share of Voice against your competitors, a 90-day roadmap you can push to your calendar, a hallucination log of every false claim AI makes about you, a citations log, a verbatim explorer of every answer, and one-click export to editable Word. Faster. The Standard audit now lands in about 1 business day. Recurring audits now save 20%, with a "what changed" readout each cycle. To relaunch this for the Warrior crowd: Re-opening 5 free review copies: a free Standard audit for established Warriors (100+ posts, 6+ months) in exchange for an honest review here. Comment "review copy". 50% off for Warriors: comment "discount" and I'll PM you the code. And if you're just trying to make sense of AEO / GEO / "AI visibility" and whether it matters for your business, ask below. No question is too basic. Let's find out what AI is telling your customers.

22nd Aug 2026, 02:05 AM	#4
schumy New Warrior Member Join Date: 2013 Posts: 2 Thanks: 3 Thanked 0 Times in 0 Posts	Re: See How ChatGPT, Google, etc. Describe Your Brand \| AI Visibility Audit \| First 5 FREE for Revie Share on: Very interesting service. I have a slightly different use case that seems closely related to the research process you've built: using public information, customer language, reviews, competitors and AI research to identify the strongest and most defensible strengths/differentiators of a business. I'm building a positioning-related service and I'd be interested in discussing whether your methodology could be adapted to this. I'll send you a PM with a little more context.