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v1.0.0LatestJul 1, 2026Release

v1.0.0 — Launch

LLM Metrix launches — multi-engine AI visibility monitoring, a 0–100 Visibility Score, answer-engine ranking, citation intelligence, competitor benchmarking, brand-safety monitoring, GEO recommendations, and alerts.

Welcome to LLM Metrix

Traditional SEO tools can’t see how AI engines describe and recommend your brand. LLM Metrix is built for exactly that. Here’s what’s in the first release.

Multi-Engine Visibility Monitoring

Track how ChatGPT, Perplexity, Gemini, Claude, Grok, and Meta AI answer buyer-intent questions about your category — and whether your brand shows up — from a single dashboard. You can run discovery prompts automatically or track your own list of queries.

Visibility Score

A single 0–100 score you can watch over time. It’s derived from three real signals in each answer: how often your brand is mentioned, how prominently it ranks among the named options, and the sentiment of the mention. The score is calculated per engine and as an aggregate.

Answer Engine Ranking & Citation Intelligence

See where your brand lands in each answer — first, prominent, mid-list, or fine-print — and which third-party sources engines cite for your queries, so you know where to earn presence.

Competitor Benchmarking & GEO Recommendations

Compare share-of-voice against the competitors you track, and get concrete, non-generic optimization actions generated from your own scan results — grounded in the specific queries and engines where you’re weak.

Brand Safety Monitoring

Surface answers that make questionable or potentially inaccurate claims about your brand, ranked by risk, so you can review and correct the record.

Scheduled Scans, Alerts & Exports

Automated re-scans on your plan’s cadence, notifications by email, Slack, or webhook after each scan, and CSV / JSON / PDF exports plus shareable read-only report links.

This is the beginning — see the roadmap for what we’re building next, and tell us what you’d like to see.

Want to shape what we build next?

Check out our roadmap and vote on upcoming features.