SignalLens

LLM Visibility Benchmark

Create a repeatable benchmark for brand mentions, recommendation position and official-domain citations.

Check your brand free
OpenAIGeminiClaude
01

Standardized measurement

Use commercially relevant, brand-neutral questions and save the exact answer evidence.

02

Observed ranges

Separate mentions, official citations, provider failures and competitor appearances.

03

Not an official consumer-app ranking

Turn measured gaps into prioritized content, authority and source actions.

Transparent methodology. No fake official ranking.

Every result is tied to a prompt set, language, market, AI system and measurement time.

Methodology →

Free AI Visibility Snapshot

Enter your brand. We create three brand-neutral buyer questions and show the evidence before asking you to register.

FREE

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