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AI has already chosen.
See your list.

AI has already chosen.
See your list.

AI has already chosen.
See your list.

We ask ChatGPT, Claude, Gemini and Perplexity what to buy in your category, build your AI Perception Report, and walk you through it in thirty minutes.

When a buyer asks ChatGPT, Gemini or Perplexity what to buy, one brand gets named. We engineer your store to be it.

When a buyer asks ChatGPT, Gemini or Perplexity what to buy, one brand gets named. We engineer your store to be it.

Buyer prompt clean protein
Best clean protein powder subscription?
# Brand named Named by Share of answers
1VitalBlend
2NorthPeak Nutrition
3Truleaf
4Coreform
5Basewell
— Your brand Position unknown
Live · re-scanned hourly

Q4 is being decided now

This is what winning the list is worth

This is what winning the list is worth

This is what winning the list is worth

$1.8M

$1.8M

$1.8M

Organic revenue added
for one client in a year

Small organic revenue added for one client in a year

Organic revenue added
for one client in a year

40.5 → 9.7

40.5 → 9.7

40.5 → 9.7

Average position moved,

page 4 to page 1

Small average position
moved, page 4 to page 1

Average position moved,

page 4 to page 1

1,900+

1,900+

1,900+

Buyers arrived from
AI answers in one quarter

Buyers arrived from
AI answers in one quarter

What's in the report

What's in the report

01

Your AI leaderboard

The numbered list of brands AI recommends in your category, and exactly where you sit on it, with a line on why the model prefers each competitor above you.

02

What the engines think you are

ChatGPT, Claude, Gemini and Perplexity, tested on your brand from training data alone. Scored on Recognition, Accuracy and Positioning, plus every claim they currently get wrong about you.

03

The answer you have, and the answer you want

The exact paragraph ChatGPT gives about your brand today, written out next to the one it should be giving. That gap is the work.

04

Why it's happening

The structural reason: schema, entity signals, crawlability, content structure, paired with your real index and ranking data. Not a symptom list. A diagnosis.

01

The numbered list of brands AI recommends in your category, and exactly where you sit on it, with a line on why the model prefers each competitor above you.

Your AI leaderboard

02

ChatGPT, Claude, Gemini and Perplexity, tested on your brand from training data alone. Scored on Recognition, Accuracy and Positioning, plus every claim they currently get wrong about you.

What the engines think you are

03

The exact paragraph ChatGPT gives about your brand today, written out next to the one it should be giving. That gap is the work.

The answer you have, and the answer you want

04

The structural reason: schema, entity signals, crawlability, content structure, paired with your real index and ranking data. Not a symptom list. A diagnosis.

Why it's happening

05

The three things that would close it

Named page by named page. Named page by named page, with the reason each one matters.

05

Named page by named page. Named page by named page, with the reason each one matters.

The three things that would close it

This is not a sales call. It's a forensic diagnostic of your revenue engine,
run by a senior architect. Never offshored, never handed to a junior rep.

This is not a sales call. It's a forensic diagnostic of your revenue engine, run by a run by a senior architect. Never offshored, never handed to a junior rep.

This is not a sales call. It's a forensic diagnostic of your revenue engine,
run by a senior architect. Never offshored, never handed to a junior rep.

TRUSTED BY

Buffalo Jackson Trading Co. logo

How it's built

How it's built

Test conditions
ChatGPT
History✓Cleared
Memory✓Off
Web access✓Off
Account✓Signed out
✓ no history · no memory · no web · signed out
What a stranger getsNot named
Claude
History✓Cleared
Memory✓Off
Web access✓Off
Account✓Signed out
✓ no history · no memory · no web · signed out
What a stranger getsNamed 4th
Gemini
History✓Cleared
Memory✓Off
Web access✓Off
Account✓Signed out
✓ no history · no memory · no web · signed out
What a stranger getsNot named
Perplexity
History✓Cleared
Memory✓Off
Web access✓Off
Account✓Signed out
✓ no history · no memory · no web · signed out
What a stranger getsNamed 3rd
Fresh session per engine · no history · no memory · no web access

Four engines, from a clean state

Four engines, from a clean state

ChatGPT, Claude, Gemini and Perplexity, each in a fresh session with no history and no web access. Ask a model about your own brand from your own logged-in account and you get the most flattering answer you will ever see. We test what a stranger gets.

ChatGPT, Claude, Gemini and Perplexity, each in a fresh session with no history and no web access. Ask a model about your own brand from your own logged-in account and you get the most flattering answer you will ever see. We test what a stranger gets.

Typed from memory 5 names
NorthPeak NutritionKept
CoreformDifferent price tier
Halcyon LabsRivalry, not overlap
BasewellKept
TruleafAdjacent category
The set we test against 3 competitors
NorthPeak NutritionFrom your list · named by 4 of 4
BasewellFrom your list · named by 3 of 4
VerdantaNot on your list · wins 61% of buying queries
Chosen, not auto-generated · 3 of 14 candidates · re-picked every scan

We choose the competitors

We choose the competitors

You don't type in a list. A brand's own competitor set is almost always wrong, written from memory, includes the company they resent, leaves out the one quietly winning every buying query. Picking the right three is the judgement. No dashboard makes that call.

You don't type in a list. A brand's own competitor set is almost always wrong, written from memory, includes the company they resent, leaves out the one quietly winning every buying query. Picking the right three is the judgement. No dashboard makes that call.

Collection Automated
20:00 elapsed Complete
Prompts run412
Engines queried4
Answers parsed1,284
Citations mapped96
Reading Senior architect
Category page absent from 3 of 4 enginesCosts you money
Meta descriptions under 155 charactersNoise
Competitor owns the comparison queryCosts you money
Rebuild the category page as the answerDo first · 01
4 engines · 412 prompts · 1,284 answers parsed · 4 findings triaged

Automated collection, human reading

Automated collection, human reading

The data takes about twenty minutes to gather. The value is what a senior architect makes of it: which gap costs you money, which is noise, and what to do first.

The data takes about twenty minutes to gather. The value is what a senior architect makes of it: which gap costs you money, which is noise, and what to do first.

TRUSTED BY

Buffalo Jackson Trading Co. logo

The cost of being invisible

The cost of being invisible

The cost of being invisible

The shortlist is made before anyone reaches your site
The shortlist is made before anyone reaches your site

A buyer asks AI what to buy and gets three or four names back. If you're not one of them, you never see the visit, the cart, or the loss.

A buyer asks AI what to buy and gets three or four names back. If you're not one of them, you never see the visit, the cart, or the loss.

You're paying for clicks your competitor is getting named for free
You're paying for clicks your competitor is getting named for free

Every query where the model recommends them is a customer you now have to bid for.

Every query where the model recommends them is a customer you now have to bid for.

And it's answering for you whether it's right or not
And it's answering for you whether it's right or not

We've run brands where the model confidently invented the category, the products, and the founder's story. That answer is being given to buyers today, and nobody at the company has read it.

We've run brands where the model confidently invented the category, the products, and the founder's story. That answer is being given to buyers today, and nobody at the company has read it.

The empty aisle
The empty aisle

Agentic storefronts are starting to buy on a customer's behalf. If your metadata isn't structured for them, your products aren't on the shelf they're shopping.

Agentic storefronts are starting to buy on a customer's behalf. If your metadata isn't structured for them, your products aren't on the shelf they're shopping.

What happens next

What happens next

What happens next

Book the call

Thirty minutes. We build your report before we speak, so you're booking the walkthrough, not a discovery call.

Book the call

Thirty minutes. We build your report before we speak, so you're booking the walkthrough, not a discovery call.

Book the call

Thirty minutes. We build your report before we speak, so you're booking the walkthrough, not a discovery call.

We walk it through live

ChatGPT, Claude, Gemini and Perplexity. What each one says about you, where the gap is, and which competitors are ahead.

We walk it through live

ChatGPT, Claude, Gemini and Perplexity. What each one says about you, where the gap is, and which competitors are ahead.

We walk it through live

ChatGPT, Claude, Gemini and Perplexity. What each one says about you, where the gap is, and which competitors are ahead.

You keep all of it

The leaderboard, the scores, what AI gets wrong, the target answer, the three fixes. Yours whether we work together or not.

You keep all of it

The leaderboard, the scores, what AI gets wrong, the target answer, the three fixes. Yours whether we work together or not.

You keep all of it

The leaderboard, the scores, what AI gets wrong, the target answer, the three fixes. Yours whether we work together or not.

And if you want the execution

The report is the diagnosis. The work itself is a monthly program across all five growth engines, senior-only, with visibility mapped to revenue. That's a separate conversation, and it only happens if you ask for it.

The report is the diagnosis. The work itself is a monthly program across all five growth engines, senior-only, with visibility mapped to revenue. That's a separate conversation, and it only happens if you ask for it.

What our clients are saying

What our clients are saying

What our clients are saying

FAQ

FAQ

FAQ

Can't I just ask ChatGPT myself?

You can, and you should, but you'll get one answer, from one engine, in one session, shaped by your own history with it. We test four engines from a clean state, from training data alone, across the range of ways your buyers actually phrase the question. The answer you get logged in on your own laptop is the most flattering one you'll ever see.

Why isn't this an instant scan any more?

Because the instant version was worse. It gave you a score and no idea what to do with it. What we run now takes twenty minutes to prepare and thirty to walk through, and you leave knowing which competitor is beating you, on which query, and why.

What do I actually keep?

Everything we show you. The leaderboard, the engine-by-engine perception scores, the list of what AI currently gets wrong about you, and the target answer. Yours whether we work together or not.

Is this SEO?

No. SEO gets you into a list of ten blue links. This gets you into the answer, and increasingly into the checkout, inside the chat. Different signals: identity, schema, citation sources, whether an agentic storefront can even read your catalogue. There's overlap and we do that work too.

Who is this built for?

Shopify Plus, $3M+, up to around 500 SKUs at the entry tier. That's where the catalogue work pays off fastest. Outside it, say so on the call and we'll tell you honestly whether it's worth your money yet.

What does it cost?

Scoped in your audit, because it depends on catalogue size and how much is broken. Two things we can say now. Your first month includes the full technical foundation, so there is no separate setup fee to budget for. And we price against what a Shopify Plus store already spends on platform and apps, because this is infrastructure, not a marketing line item.

You're already on the list. The only question is where.

You're already on the list. The only question is where.

You're already on the list. The only question is where.

In less than thirty minutes, with slides you can follow.

In less than thirty minutes, with slides you can follow.