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EntidexEntity Intelligence Observatory
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Entity intelligence observatory. 30+ live collectors across 8 signal categories — resolved to one canonical entity.

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© 2026 Entidex. Entity intelligence observatory. All signals are observational, not definitive.

MethodologyPipelineAboutExplore Entidex
Entity Intelligence Observatory

Right now, narratives are forming about you.

Across AI engines, social platforms, review networks, code repositories, news, and search — your entity is being described, recommended, and shaped in real time. By systems that don't ask permission.

Entidex resolves any brand, person, organisation, product or concept to one canonical identity — then watches every public signal forming around it.

0

Formula 1

AI Visibility Score

30+
Live collectors
8
Signal categories
5
Learning loops
Canonical
Entity resolution

Movers

Entities whose Milo Score shifted on their most recent intelligence run

All entities →
  • Barack Obama
    AI platforms consistently recognise Barack Obama as the reputable 44th US President, highlighting his historical significance and key legislative achievements.
    97+98
  • Lisa Su
    Lisa Su is consistently profiled by AI platforms as the highly respected CEO of AMD, credited with its significant turnaround and innovation.
    95+95
  • Xbox Series X and Series S
    Microsoft's latest generation gaming consoles, highly reviewed for performance, features, and extensive backward compatibility across different budgets.
    95+92
  • Whole Foods Market
    A prominent multinational leader in natural and organic foods, consistently recognised for quality and sustainability but facing mixed opinions on pricing and Amazon acquisition.
    95+90
  • Justin Trudeau
    Consistently identified as Canada's Prime Minister, Justin Trudeau's public profile is characterised by a strong governmental presence and a politically mixed reputation.
    94+88
  • Bill Gates
    Bill Gates is consistently profiled by AI platforms as the iconic co-founder of Microsoft and a leading global philanthropist through the Gates Foundation.
    93+85
17 surfaces indexed across fleet46 entities with live coverage12,885 live observations
View coverage →
E!|:=Entity Resolution+Unique Identity

source signals resolved to exactly one canonical identity

An entity is any brand, person, organisation, or concept that can be uniquely resolved — with a canonical identity across all AI and data sources. Entidex resolves and monitors entities so AI platforms describe yours accurately.

How it works

Three pillars of entity intelligence

One canonical entity. Every public signal forming around it. Continuously observed, never manipulated.

Monitor

See what the world says

AI engines, social platforms, review networks, code repositories, news, search, geographic and self-declared signals — all watched continuously, all resolved to one canonical entity.

Understand

Decode the narrative and intent

Cross-source consensus, sentiment triangulation, narrative themes, citation tracking, and the gap between how an entity describes itself and how the world describes it.

Act

Move before perception hardens

Drift signals, momentum tracking, competitor proximity, authoring guidance grounded in observed evidence, and white-label reporting for agencies and analysts.

Intelligence Pipeline

Observe

Query AI platforms

→

Collect

15+ data sources

→

Analyse

Extract signals

→

Score

0–100 visibility

→

Interpret

Actionable insights

The problem

AI answers are the new first impression

When someone asks ChatGPT about your brand, the answer shapes perception before your website is ever visited.

Each AI tells a different story

Only 13.7% of citations overlap between Google AI Overviews and AI Mode alone. Your narrative is fragmented.

Citation visibility is revenue

Being cited drives 35% more organic clicks and 91% more paid clicks.

Signal Universe

30+ live collectors. 8 signal categories. One canonical entity.

Every public signal forming around your entity — across the web, AI engines, communities and registries. Every collector below is wired up and running today. See the full collector list →

AI engines & answer surfaces

How generative engines describe, recommend and cite your entity.

ChatGPTGeminiClaudePerplexityGoogle AI Overviews

Identity & structural authority

Canonical identity and structural credibility across registries and knowledge bases.

WikipediaWikidataGoogle Knowledge GraphCompanies HouseCharity CommissionWHOIS

Reputation & reviews

Customer-facing reputation networks where perception is recorded directly.

TrustpilotGoogle Maps Reviews

Community & social

Where people actually discuss you — developers, traders, fans, critics.

RedditBlueskyHacker NewsGitHubYouTubePodcasts

News

Press coverage and editorial framing across global news APIs.

Global newsInternational newsGlobal news index

Search & technical

Search visibility, AI Overviews and the technical health that backs both.

Search indexSEO authorityWeb VitalsSchema.org check

Geographic

Real-world location signals for places, venues and physical entities.

OpenStreetMap

Sentiment NLP

Multiple independent NLP engines for triangulated sentiment.

NLP analysisLinguistic NLPSentiment engine
Headline capability

Reputation Triangulation

Your Trustpilot rating, your Google Maps reviews, the Reddit thread three pages deep, and what AI engines now repeat about you — these rarely tell the same story. Entidex merges them into a confidence-scored sentiment, surfaces where they disagree, and tells you which source moved first.

Trustpilot

Customer reviews

Google Maps Reviews

Local reputation

Reddit + Hacker News

Unfiltered community

Detect the gap before a customer or journalist does. How the Sentiment Triangulation Index works →

Available Now

Intelligence that's already running

Live

Reputation Triangulation

Know whether your Trustpilot rating tells the same story as Reddit, Google Maps and AI engines — detect the gap before a customer or journalist does.

Live

Developer Credibility Signal

See how engineers actually cite you on GitHub and Hacker News — not the marketing version, the source-of-truth version.

Live

AI Overview Citation Tracking

Spot the moment your entity starts (or stops) being cited in Google AI Overviews, ChatGPT, Perplexity and Claude — across regions and prompts.

Live

Knowledge Probing

Ask AI platforms what they know about you, map their reasoning, and expose the gaps they are quietly filling with guesses.

Live

Score Monitoring

Watch your visibility score move — with full history, trend lines and the evidence behind every shift.

Live

Cross-Source Synthesis

Multi-source signal merging across all 8 categories — surfacing where sources agree, where they diverge, and which is moving first.

Live

Live Discovery Layer

Continuous sweeps across search indexes, AI engines, knowledge panels, news and more — surfacing how your entity appears across every live web surface.

Live

Cross-Source Drift Detection

Named drift patterns — breakout, erosion, authority lag, pivot, crisis — detected the moment cross-surface consensus breaks.

Coming Soon

On the roadmap

Coming

Authoring Guidance

Structured guidance grounded in observed signals — not opinion. Targeted recommendations to strengthen presence where you are weakest.

Coming

Event Detection Feed

Detected moments when something changed: funding, controversy, launch, sentiment break, or a competitor stepping into your slot.

What you actually get

What every Entidex profile reveals

Every entity profile is composed from nine evidence-backed sections — each grounded in a live collector and time-stamped to the run that produced it.

The identity

Canonical resolution across registries, knowledge graphs and the entity’s own self-declaration.

The authority

Structural credibility — domain age, knowledge graph depth, link health, KG presence.

The narrative

Dominant themes across all sources, plus where they agree and where they diverge.

The citations

Where AI engines, AI Overviews and SERP cite you — and where they pointedly do not.

The trajectory

How perception is moving — momentum, drift, acceleration, and what is leading the change.

The graph

Who and what this entity is connected to, and how strong each connection is.

The health

Unified entity health: provenance, sentiment, authority and visibility, with full pillar-level evidence.

The evidence timeline

Chronological archived responses and score deltas — every claim is drillable to source.

The action plan

Concrete recommendations grounded in observed evidence, with predicted impact.

Browse live entity profiles

Core Principle

Entidex is an observatory, not a generator. All signals are derived from observing AI-generated outputs. We do not create, influence, or submit content to AI models.

Observe — never manipulate
Transparent methodology
Verifiable signals

Every source. Every plan.

Simple, transparent pricing

No add-ons for Claude, Gemini, ChatGPT, Perplexity, Grok, Reddit, or any collector. From a free scan to enterprise — pick a tier and scale up any time.

Snapshot
£39
One-off entity report
  • Full evidence picture for one entity
  • Reputation triangulation snapshot
  • L1 + L2 signals
Choose Snapshot
Pulse
£49/mo
3 entities, weekly refresh
  • 3 entities, weekly refresh
  • Full Reputation Triangulation
  • AI Overview citation tracking
Choose Pulse
Most popular
Developer
5k free
Pay per credit after
  • Full API + CLI access
  • 5,000 free credits/mo
  • All layers L1–L4
Choose Developer
Pro
£249/mo
10 entities, daily refresh
  • 10 entities, daily refresh, 3 seats
  • Cross-source consensus + drift
  • Full citation tracking + trends
Choose Pro
Agency
£799/mo
50 entities + white-label
  • 50 entities, daily refresh, 5 seats
  • White-label PDF exports + API write
  • Priority support
Choose Agency

See all seven tiers

Free tier, Enterprise plans, exact credit allowances and direct Stripe checkout are on the full pricing page.

View full pricing Run a free scan first
Early access

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Entidex is the public Explore Entidex. Search any entity to see its current AI narrative snapshot.

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