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AI visibility for e-commerce brands

Your shoppers already ask ChatGPT .
It does not recommend you.

Shopping queries in AI grew 4,700% in a year. While you invest in SEO and ads, neural networks recommend your competitors. Find out where you stand.

Report in 24 hours 4 LLMs in one audit Action checklist included

Which LLMs we audit

1 LLM — $19 · each extra from +$10 · all 4 — $49

· 20 shopper queries · report within 24 hours

Audit queued

Running queries through ChatGPT, Perplexity and Gemini.
Report arrives by email within 24 hours.

What shoppers see when they ask AI

The same question goes to four AI engines. Watch who they recommend — and whether your brand makes the answer.

ChatGPT Claude Perplexity Gemini
Recommend minimalist bag brands under $200|
AI ChatGPT
1. Konkurent One
2. Brand Duo
3. Trio Studio
1. Brand Duo
2. Trio Studio
3. Konkurent One
1. Konkurent One
2. Your brand that's you
3. Trio Studio
1. Trio Studio
2. Konkurent One
3. Brand Duo
Your brand is in the recommendations
? Your brand is missing — the shopper goes to competitors
Visibility scoreboard

Did the brand make each engine's recommendations?

ChatGPT waiting… ✓ listed ✕ missed
Claude waiting… ✓ listed ✕ missed
Perplexity waiting… ✓ listed ✕ missed
Gemini waiting… ✓ listed ✕ missed
AI visibility 1/4

The audit measures this for your brand — across 20 queries, not just one.

+4,700%
growth of shopping queries in generative AI over a year
BoF × McKinsey, State of Fashion 2026
41%
of shoppers trust AI results more than paid ads
BoF × McKinsey, State of Fashion 2026
16%
of Zara referral traffic already comes from ChatGPT
SimilarWeb, Jun–Aug 2025

How the audit works

We do what your shoppers do every day — ask AI. Systematically, with measurement.

STEP 1

We collect real queries

For your niche we form 20 shopper prompts — the way real people ask, not SEO bots.

q01«minimalist bags under $200»
q02«gift for her, old money style»
q03«quality wardrobe basics, brands»
… 17 more queries for your niche
STEP 2

Run through 4 AI engines

Each query goes to ChatGPT, Claude, Perplexity and Gemini multiple times — answers vary, mention frequency matters.

20 queries
ChatGPT× 3 runs
Claude× 3 runs
Perplexity× 3 runs
Gemini× 3 runs
STEP 3

Extract mentions from answers

In 180 answers we find every brand mention: who is named, in what context, and whether your site is linked.

«…recommend Konkurent One for leather quality…»competitor
«…check out Your brand — minimal…»mentioned
«…budget option — Brand Duo…»competitor
STEP 4

Calculate AI Visibility Score

Mention frequency weighted by position in the answer. In monitoring — weekly dynamics.

12/100 ▲ +4 this week
week 1 week 2 week 3 week 4
AI Visibility Score July 2026
12/100
Konkurent One
74
Brand Duo
51
Trio Studio
38
Your brand
12

What is inside the report

  • 01
    Your AI Visibility ScoreShare of shopper queries where AI mentions your brand in answers.
  • 02
    Competitor comparisonWho neural networks recommend instead of you — and which sources they use.
  • 03
    Reasons for invisibilityUnstructured catalog, no review mentions, descriptions unreadable for LLMs.
  • 04
    Fix planConcrete steps: where to publish, which FAQ and schema markup to add.

Know your AI Visibility Score — with data, not guesses

20 real shopper queries, 4 AI engines, competitor comparison and a fix plan. One payment — report in 24 hours.

Want to grow Score month over month? GEO Boost →

Audit showed a low Score? Fixable: schema markup, source mentions, AI-readable catalog — we explain how we grow visibility.
How to raise Score →

Questions

How is this different from SEO?

SEO is about position in Google link lists. GEO is about getting into the neural network answer itself, where links are often absent. AI picks brands by other signals: review and forum mentions, catalog structure, LLM-readable content. Good SEO does not guarantee AI visibility.

My brand is small — does it make sense?

On the contrary: AI results have no paid ads yet, so a niche brand with proper content can beat big players. This window will close when the market catches up.

AI answers differ each time — how do you measure?

That is why each query runs multiple times. We count mention frequency, not a single fact: 7 of 10 runs is stable visibility, 1 of 10 is noise.

What if the audit shows everything is bad?

That is the best outcome: you learned before competitors. The report includes a fix plan, and monitoring can auto-generate needed content — FAQ pages, schema, optimized product descriptions.

Find out who AI recommends instead of you

Order takes 30 seconds. Report — in your inbox within 24 hours.

Which LLMs we audit

1 LLM — $19 · each extra from +$10 · all 4 — $49

· 20 shopper queries · report within 24 hours

Audit queued

Running queries through ChatGPT, Perplexity and Gemini.
Report arrives by email within 24 hours.