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LLM visibility, broken down by real queries
We track actual user‑style prompts and show how often your brand appears versus competitors in ChatGPT and Perplexity answers, including position and context.
LLM brand visibility reports · ChatGPT, Perplexity, Google
See how LLMs really show your brand
Why brands choose Brand visibility reporting
Turn opaque LLM answers into measurable brand visibility
Replace guesswork with structured visibility reports: see where your brand wins, where competitors dominate, and how this changes by GEO and query type.
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Competitor benchmark in every report
Understand which rivals LLMs prefer, on which topics they outrank you, and where you can gain share by content, SEO or product messaging.
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GEO‑level clarity, not global averages
See LLM visibility split by country or region: how answers change, who leads in each GEO, and where your brand is invisible today.
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Clear visuals for brand and leadership teams
Get concise dashboards, exports and commentaries that marketing and brand teams can use to brief agencies, update content and track progress over time.
Capabilities
Understand and compare your brand visibility in LLMs
We show when LLMs surface your brand, when they prefer competitors, and how this changes by GEO, query type, and platform (ChatGPT, Perplexity).
Brand visibility mapping
We track where your brand appears in LLM answers across branded, category, and generic queries — with clear visibility scores and trends over time.
Competitor exposure analysis
We reveal which competitors LLMs show instead of you, on which queries, and how often — so you see your share of voice vs. key rivals.
GEO-level visibility breakdown
We split visibility by countries and regions, highlighting where LLMs know and recommend your brand, and where competitors dominate answers.
Query taxonomy & clustering
We group user queries into themes and intents, showing for each cluster whose brand LLMs recommend most often — you or your competitors.
Answer content & positioning
We analyze how LLMs describe your brand vs. competitors: strengths mentioned, products surfaced, recommendations given, and missing messages.
Actionable reporting & exports
You receive visual dashboards, GEO cuts, and query lists ready for brand, SEO, and LLM optimization teams — including exportable datasets.
How to get your first report
From request to ready brand visibility report
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Step 1 · Request & brief
You send us a request and a short brand brief. We clarify your key products, GEOs, competitors and priority queries for LLM analysis.
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Step 2 · Query & GEO setup
We build the query set for your brand and competitors, define GEOs and LLMs (ChatGPT, Perplexity) to track, and confirm the reporting format with you.
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Step 3 · LLM data collection
We systematically query LLMs, capture how your brand and competitors appear in answers, and structure data by topics, intents and GEO.
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Step 4 · Insight report delivery
You receive a clear visibility report with brand vs competitor comparison, key missed queries and GEO insights, ready for marketing decisions.
LLM visibility report request
Request your LLM brand visibility report
Share a few details — we’ll clarify your GEO, brand and competitors, then send a tailored sample of how your brand is shown in ChatGPT and Perplexity vs. rivals.
→No commitment, just a visibility snapshot
→Scope and format fixed before we start
→Methodology transparent and reproducible
Contacts
Request your LLM brand visibility report
Working hours
Mon–Fri, 9:00–19:00
Email