Features / Visibility

Track how
often AI names you.

Every answer engine, scored into a single visibility number: mention rate, trend and per-model breakdown, refreshed automatically.

No credit card · AI models included · First insights in under 5 minutes
Visibility
How AI engines see Northwind Coffee · refreshed daily
7d 30d 90d
Brand Visibility
42%
Mentioned in 210 of 500 · 95% CI 38–46% · ▲ 6p
Share of Voice
31%
vs 6 competitors
Sentiment
Positive
Score 72 / 100
Avg Position
#2.4
Avg rank when you appear
Visibility over time
Your mention rate, week over week
0 30 60 Jan 5 Jan 19 Feb 2
Visibility by model
Where you're named most
GPT-4o48%
Claude44%
Gemini39%
Perplexity33%
AI Overviews30%

Why visibility is the number that matters

When buyers ask AI to recommend your category, being named is the whole game. Visibility is how you measure it, and the first thing that moves when you act.

Daily
Always-current scoring

Prompts run automatically across every engine - no manual checks, no stale numbers. Your visibility score is re-scored while you sleep.

7+
Every major engine

One number that spans ChatGPT, Claude, Gemini, Perplexity, Google AI and more, plus a per-model breakdown so you know where you're weak.

±pts
Trend you can act on

Week-over-week deltas surface a shift before it costs you pipeline - green when you climb, red when you slip.

From raw answers to one number

We run your prompts. We read every answer. You get a score.

llemmy fires the prompts your buyers actually ask across every engine you track, parses each response for whether, and how, your brand appears, and rolls it all into one visibility number with the week-over-week delta.

Mention rate: the share of answers that name you, per engine and overall
Average position: how high you rank when an answer does mention you
Per-model breakdown: see the engines where you're invisible and fix them
Recent answers · "best specialty coffee brands"
GPT-4o…Northwind Coffee is frequently recommended for single-origin beans…Named #1
Claude…top roasters include Aurora Roasters and Northwind Coffee…Named #2
Perplexity…popular options are Aurora Roasters, Peakline and Harbor…Not named
Gemini…Northwind Coffee stands out for its subscription model…Named #2
Yellow rows = your brand was named. 3 of 4 answers mentioned you on this prompt.
Keep exploring
Competitor intelligence
See who AI recommends first →

Share of voice and threat tracking across every rival, on every engine.

GEO score
One grade for AI readiness →

A 0 to 100 composite of visibility, position and sentiment.

← Back to all features
From the resource library How to track your brand across AI search engines → How llemmy measures AI visibility →

See your visibility score free.

First insights in under five minutes. No credit card, no API keys. The AI models are included.

Start free → Talk to our team