IsyourbrandlegibletoAI?

Your customers aren't searching anymore, they're asking AI. Make sure you appear when people ask ChatGPT, Google, and other AI tools.

The shift to AI discovery

AI assistants are the new front door to every brand. They decide who gets surfaced, cited, and bought. The result?

Be legible — or be invisible.

What the index measures8 dimensions · 100 pts

01
Structured data
20%
02
Entity consensus
15%
03
Citability
15%
04
Commerce readiness
15%
05
Machine access
10%
06
Multilingual
10%
07
Verification
10%
08
Freshness
5%

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.

The full system that makes a brand legible to AI

Legibility, engineered.

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.

Every scan, lead and verified agent read rolls up into a usage & attribution dashboard.

Who it's forverticals

Built for brands that get bought on trust.

01
Luxury & watchmaking
High-consideration brands where the AI's answer shapes the purchase.
02
B2B SaaS
Buyers shortlist vendors through assistants long before a demo.
03
E-commerce & retail
Agents that read catalogues, compare, and check out for the user.
04
Financial services
Verifiable, evidence-backed claims decide who AI recommends.
05
Publishers & media
Citation share in AI answers is the new organic traffic.
06
Travel & hospitality
Per-locale visibility across every market you sell in.

$3–5T

in agent-orchestrated commerce projected globally by 2030

McKinsey

97M+

monthly MCP SDK downloads — the agent tool protocol is now standard infrastructure

MCP SDK registries

1M+

Shopify merchants coming online for agent-mediated transactions

Shopify

Sources: McKinsey (agent-orchestrated commerce, 2030) · Model Context Protocol SDK registries · Shopify.

Featuredfrom the knowledge base

PlaybookGEO: how to rank in the agent era CommerceAgent-commerce readiness — can an agent buy from you?TrustAI-washing & the verification imperative MeasurementShare-of-Voice across Claude, ChatGPT & Perplexity

Start free

See where your brand stands with AI.

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

Score your site→See the platform

free · no signup · no limits