Discovery
Auto-detected business profile, search terms, and competitors. Editable before you run.
SAMPLE REPORT
See what GEO Brand ships.
A complete audit of Patagonia, exactly as the tool ships it.
Run a GEO Brand audit
Beyond the audit: GEO Web finds site-wide fixes, GEO Presence builds your off-site strategy, and GEO Content creates the content itself.
Say yes to visibility. See how AI sees your brand.
AI is the new search. Most brands aren't ready.
Every time someone asks Claude, ChatGPT, or Gemini about a brand in your category, an answer comes back. Sometimes it's you. Sometimes it's a competitor. Sometimes the model gets it wrong about both. Most brands have no idea which is happening — and no way to influence what comes next.
Even category leaders have gaps.
In the audit below, Patagonia scored 2.6 out of 10 on GEO Readiness. One of the most positively described brands in consumer retail has a homepage AI systems can barely extract from. Today, Patagonia wins on AI's memory of years of editorial coverage. As AI shifts to live retrieval, that buffer thins. The brands that fix their on-page signals now will compound a lead competitors can't catch.
GEO Brand was built for this.
Your brand and two competitors run through Claude, ChatGPT, and Gemini, scored on 22+ factors mapped to Google's E-E-A-T framework. Every score traces back to specific signals, content, and gaps — paired with prioritized recommendations. The PDF below is the exact deliverable, cover to final read.
What's in the report
Every audit ships the same structure. Here's what you'll find in Patagonia's, and what you'll find in yours.
Multi-Model Perception
How Claude, ChatGPT, and Gemini describe your brand from training data alone, scored against E-E-A-T markers.
Search Term Visibility
Where you rank when AI models recommend brands in your category. Per-query, per-model, with consensus signal.
GEO Readiness
How well your homepage is built for AI extraction, across five dimensions.
Content & Competitive Analysis
Specific signals you have, gaps you're missing, vulnerabilities to address, tactics worth adopting from competitors.
Recommendations & Final Read
Prioritized actions with a strategic synthesis of what to do next.
Sample highlights
A few standout findings from Patagonia's audit. Skim these, then read the full report below.
10.0/10
Brand visibility, averaged across all queries and models
4.7/10
GEO Readiness on Patagonia's homepage — the highest of the three brands audited, but still gapped
Near-perfect AI search ranking, and the strongest GEO Readiness of the three brands audited — yet model divergence and missing homepage structure still cap how reliably AI can cite Patagonia.
Three models. Three impressions. Same brand.
Anthropic: Claude Sonnet 4.6
5.2OpenAI: GPT-5.4
1.9Google: Gemini 3.1 Pro (preview)
4.3Overall
3.8The three models read Patagonia with MEDIUM divergence — OpenAI notably lower than Claude and Gemini. The audit shows where each falls short and how to move them.
“Patagonia's most distinctive claims — the ownership model, the Ironclad Guarantee, the Worn Wear program — live on the homepage as unstructured prose, leaving AI systems to paraphrase them rather than cite them directly.”
The kind of finding you only get from auditing the page line by line.
TOP PRIORITY ACTION
Add an FAQPage schema block to the homepage covering the brand's most-cited questions — the ownership model, the Ironclad Guarantee, the Worn Wear program, and sustainability commitments. It's the single highest-impact action in the report: it turns prose AI can only paraphrase into structured content all three models can cite directly.
From Recommendations
Every recommendation maps to a specific finding and a clear next step.
“Patagonia has achieved near-ceiling AI visibility on the queries most central to its positioning, yet a structural readiness gap still limits how accurately and consistently AI systems can represent it.”
The audit's closing read, where the findings become a strategy.
Read the full audit
Patagonia's complete audit, exactly as it ships to buyers. Scroll through the embedded viewer below.
Tap to open the full auditAbout this sample
Why Patagonia?
Patagonia surfaces every part of the audit at once: near-perfect Search Term Visibility (a perfect 10 on four of five queries), mediocre and divergent Multi-Model Perception (3.8 overall, with OpenAI notably low), and the strongest GEO Readiness of the three brands audited — though still gapped. The contrast between how well AI ranks Patagonia and how much of its homepage AI still can't cite is the audit's most useful kind of finding.
Will my audit look like this?
Same structure, same sections, same depth. Your scores and findings will be different because your brand is different. The audit's value isn't the number; it's the gap between where you're strong and where AI can't see you yet.
What if my brand is smaller or less established?
Smaller brands often get more value from the audit, not less. The Multi-Model Perception section shows you what AI actually knows about you (often very little for newer brands), and the GEO Readiness section shows you exactly which on-page signals would move that needle fastest.
How long does the audit take to run?
Discovery returns in under a minute. The full audit runs server-side after payment and emails you the PDF on completion — typically under 7 minutes. You can also watch it run live in the browser if you stay on the page.
Can I try part of it for free?
Yes. Discovery is free — enter a brand name, get an auto-detected business profile, suggested search terms, two competitors with URLs, and a positioning narrative. You can run discovery a few times before the paywall kicks in. Stage 2 — the full audit, scores, and PDF — is the paid product.
See how AI sees your brand.
You've seen the sample. Run the audit for your own brand and two competitors. Cover to final read.
Run a GEO Brand audit
Beyond the audit: GEO Web finds site-wide fixes, GEO Presence builds your off-site strategy, and GEO Content creates the content itself.
Say yes to visibility. See how AI sees your brand.