LLM Brand Visibility Tracker

AngelMatch is a tool that shows what ChatGPT, Claude, Gemini, and Grok recommend when a buyer asks which product to pick — and who's being recommended in your place. Paste a domain, get a report in about a minute, no signup required.

What an LLM brand visibility tracker does

An LLM brand visibility tracker measures whether a brand is named as a recommendation inside AI-generated answers. It exists because Google Analytics, Ahrefs, and Semrush all measure the pre-LLM internet — clicks, ranks, backlinks. None of them measure whether ChatGPT will say your name when a customer asks it a buying question.

AngelMatch is the one built specifically for that job. Every scan does four things:

1. Reads your site and generates the buyer-intent questions your category actually gets asked.
2. Fires those questions into ChatGPT (OpenAI), Claude (Anthropic), Gemini (Google), and Grok (xAI) in parallel.
3. Records which brands each model named, in what order, with what reasoning.
4. Aggregates into a single Master Score plus a competitor leaderboard and a set of specific fixes.

How this differs from an SEO tool

• SEO tools measure your rank on a search results page.
• LLM visibility tools measure whether you're named inside a synthesized answer.

You can rank #1 in Google and still be invisible in ChatGPT. AEO — Answer Engine Optimization — is what SEO becomes when the interface stops returning ten blue links and starts returning one paragraph. See the full definition.

Why four models matter

Each of the four foundation models has different training data, different retrieval behavior, and different biases about what to recommend. A brand can win in ChatGPT and lose completely in Claude — or the reverse. Tools that only measure one model (or a synthetic proxy) hand you a partial picture. AngelMatch runs all four every scan.

The metric: AI Recommendation Share

We report your Master Score — a 0–100 aggregate across ChatGPT, Claude, Gemini, and Grok on your buyer-intent question set — and the two derived signals that give it interpretive value:

• Best — the model most likely to recommend you today.
• Gap — the model least likely to, and why.

Both are observational: they describe what the models actually said, not what we predict an audience believes.

Pricing

• Free scan — a full 4-model report on any domain, no signup, no card.
• Angel Mode — $5,000 flat, 30-day done-for-you implementation. We execute the fixes, not just diagnose them.
• Angel Mode weekly monitoring — recurring subscription that reruns the scan and tracks movement over time.

Who it's for

• SaaS founders whose buyers routinely ask AI which tool to pick.
• Marketing leads who own share-of-voice and now need share-of-answer.
• Agencies retrofitting SEO deliverables to cover AEO/GEO.
• Anyone who has been told by a customer, "I asked ChatGPT and it recommended your competitor."

Common questions

Which AI models does AngelMatch scan?

ChatGPT (OpenAI GPT-4o class), Claude (Anthropic Sonnet class), Gemini (Google Flash class), and Grok (xAI). The exact model ID used in each scan is disclosed on your report.

Do I need to sign up to run a scan?

No. The free scan takes a domain and returns a full report without an account. You can share the resulting URL.

How is this different from Profound or WordLift?

See the side-by-side comparisons: AngelMatch vs Profound, AngelMatch vs WordLift, AngelMatch vs BrandOps. Short version: Profound is the closest direct comparable; WordLift and BrandOps are adjacent categories.

How often should I rescan?

Monthly at minimum — LLM answers shift with each training refresh and each retrieval-index update. Weekly if you're mid-remediation and want to see movement.