AI Narrative Signals
See how ChatGPT, Gemini, Claude, and other AI models describe, frame, and position any entity across observed outputs.
Discover how ChatGPT, Gemini, and Claude describe, recommend, and rank any brand, person, or category — free AI visibility intelligence.
Hi, I'm Milo. I observe what AI says, map entity signals, and help you understand visibility, sentiment, and reputation. Search for any brand, person, or category to see what AI says about them.
Milo Says is the public observatory for AI visibility — monitor how ChatGPT, Gemini, and Claude perceive any brand, person, or category.
See how ChatGPT, Gemini, Claude, and other AI models describe, frame, and position any entity across observed outputs.
The Milo Visibility Score (0–100) reflects how clearly and consistently an entity appears in AI-generated content.
Discover whether a brand, person, or service appears when AI generates recommendations and "best of" lists.
Compare how ChatGPT, Gemini, and Claude perceive the same entity — spot divergence and alignment across models.
Track whether AI frames your brand positively, neutrally, or critically — and how that changes over time.
Identify the recurring themes and associations AI models attach to any entity — from "innovative" to "premium".
Recently observed and most viewed entities
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The private monitoring and narrative intelligence platform behind Milo Says.
Entities ranked by Milo Visibility Score
Explore AI visibility by sector and location
AI, healthtech, legaltech, deeptech, and emerging technology companies — how AI models perceive and recommend technology innovators.
Emerging UK startups and high-growth ventures from the Startups 100 — tracking how new brands build AI visibility from day one.
Commercial brands and organisations — how AI models describe, recommend, and position well-known and emerging brand identities.
Editorial intelligence on AI narrative trends
Deeper Intelligence
Entidex is the private monitoring and narrative intelligence platform behind Milo Says. Track changes, get alerts, and access full AI visibility reports across ChatGPT, Gemini, Claude, and more.