The full system that makes a brand legible to AI

Legibility, engineered.

Twelve modules, one job — making your brand findable, citable, and buyable by AI agents, and proving it.

How an AI agent reads your site

Most sites are invisible to agents.

Without Legible

<div id="root"></div>
<script src="/app.js"></script>

Entity: unknown
Extractable claims: none
Cited in AI answers: no

With Legible

{ "@type": "Organization",
  "name": "Acme Corp",
  "sameAs": ["wikidata.org/Q…"],
  "areaServed": "EU" }

Entity: Acme Corp · grounded ✓
Extractable claims: 14 · supported
Cited in AI answers: yes

Fix Pack

Generated fixes, not advice.

Copy-paste JSON-LD, llms.txt, robots 2.0 and ai-facts — pre-filled for your site.

JSON-LD entity & product schema
llms.txt + robots 2.0
ai-facts.json truth file

fix-pack.jsonld

{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Acme Corp",
  "url": "https://acme.com",
  "sameAs": [
    "https://www.wikidata.org/wiki/Q…",
    "https://www.linkedin.com/company/acme"
  ],
  "areaServed": "EU",
  "foundingDate": "2019"
}

Share-of-Voice

Are you in the answer?

Are you named in AI answers? Measured across Claude, ChatGPT, Perplexity & Gemini.

“best agent-readiness platform?”

1Competitor A

92%

2Competitor B

64%

3Competitor C

48%

4Your brand

18%

ChatGPT · Claude · Gemini · Perplexity

Entity grounding

One identity, everywhere.

Wikidata + sameAs identity graph so models agree on who you are.

Your brand

Wikidata

Wikipedia

Crunchbase

sameAs · verified P856 match

What the index measures8 dimensions · 100 pts

01
Structured data
Valid JSON-LD across Organization, Product, FAQ — the one lever with proven citation lift.
20%
02
Entity consensus
One canonical description and a sameAs identity graph, identical everywhere.
15%
03
Citability
Atomic, extractable claims a model can quote in a single sentence.
15%
04
Commerce readiness
Machine-readable price, stock and policy — can an agent actually buy from you?
15%
05
Machine access
Fast, render-free data; AI crawlers allowed; a sitemap to follow.
10%
06
Multilingual
hreflang and per-locale parity — the sources AI cites differ by language.
10%
07
Verification
Claims backed by evidence and a clear publisher — the antidote to AI-washing.
10%
08
Freshness
Recency signals; citation churn punishes stale data.
5%

The platform

Readiness Index

An 8-dimension score with band, multi-page crawl and platform detection.

Fix Pack

Copy-paste JSON-LD, llms.txt, robots 2.0 and ai-facts — pre-filled for your site.

Entity grounding

Wikidata + sameAs identity graph so models agree on who you are.

Hosted truth layer

A machine-readable doc agents read at a stable URL, kept current.

Share-of-Voice

Are you named in AI answers? Measured across Claude, ChatGPT, Perplexity & Gemini.

Per-locale visibility

DE / FR / IT / EN parity — visibility differs sharply by language.

Deep Audit

An agent's-eye qualitative read of legibility, claims and transactability.

Verification

Claims graded supported / vague / unsupported — your anti-AI-washing score.

Commerce readiness

Can an agent complete a purchase? A callable audit says yes / partial / no.

Agent-commerce manifest

Your machine-readable catalogue, pricing, availability and policy surface.

Protocols

ACP / UCP / MCP readiness so agents can transact, not just read.

Agent governance

Identify & verify AI crawlers (FCrDNS) into trust tiers; log every agent read.

How it worksscore · fix · serve · measure

Score

Paste a URL. We read your public site and grade 8 machine-facing dimensions into one Readiness Index.

Fix

Get a prioritized Fix Pack — copy-paste JSON-LD, llms.txt, robots and ai-facts, pre-filled for your site.

Serve

Publish a hosted truth layer and agent-commerce manifest that agents read directly, kept fresh.

Measure

Track Share-of-Voice across models and languages, verify claims, and watch verified agent traffic.

See where your brand stands with AI.

Get your Readiness Index in seconds — then the Fix Pack to close the gaps.

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