AI search is rewriting how buyers find vendors
Citability is AI brand diligence: we audit how AI systems see your brand, show you why you're not cited, and publish signed proof AI can verify.
Mentioned in 100% of probes. Cited in 0%. — CMT Industries audit, May 2026.
No credit card · Signed audit, AI-verifiable · Real audit, not a preview
Paid plans: Enterprise from $30k · Diligence Reports from $7,500
How Citability Works
AI systems decide what to cite based on signals you can measure and fix. Citability runs the diagnostic, prescribes the repairs, and publishes the proof.
We run your brand through 13 audit steps — witness simulations across ChatGPT, Claude, Perplexity, and Gemini, evidence collection across trusted sources, and a causal DAG that shows exactly why you are or are not cited.
Output: Citation Readiness Score (0–100) + causal DAG
Every claim about your brand — what you make, where you operate, who you are not — is verified against trusted sources, scored by confidence, and bundled into a signed audit that AI systems can read and verify directly.
Output: ed25519-signed JSON-LD at /.well-known/citability.json
Already running? View a live signed audit →
The Citability Platform
Everything you need to be understood, trusted, and cited by AI systems.
Explore the platformThe Protocol Layer · Our Moat
A versioned, signed Proof Pack that AI systems can discover and verify.
{
"@context": "https://citability.io/schema/v0.1",
"@type": "ProofPack",
"entity": "CMT Industries",
"claims": [ ... ],
"manifest": {
"payload_hash": "a1c3f7b6e2d9...",
"signature": "ed25519:MEUCIQD...",
"signed_at": "2026-04-26T18:40:31Z"
}
}Try it: curl https://cmtindustries.com/.well-known/citability.json
Diagnose AI confusion with an interactive identity graph and disambiguation pack.
What you get
Run the same diagnostic we ran on CMT Industries. Get your Citation Readiness Score, see exactly which brands AI cites instead of yours, and walk away with a 90-day action plan. No credit card, no preview mode — a real audit.
Your signed audit is published at a versioned, machine-readable endpoint. AI crawlers find it. The hosted verifier confirms it. Buyers who ask AI about your category start getting your name back.
Output: Discoverable at citability.io/api/verify/{your-domain}
Bevin / CMT Industries / Overview
Mentioned in 100% of probes. Cited in 0%.
Share of Voice
0%
Citation Rate
0%
Mentions
120
Anchor Domains
0
Share of Voice — 30D
flat at 0
Top brands in category
| Brand | Share | Citations |
|---|---|---|
| Hexcel Corporation | 36.4% | 4 |
| Toray Industries | 36.4% | 4 |
| Northrop Grumman | 27.3% | 3 |
| CMT IndustriesYou | 0.0% | 0 |
Extract the anchors, schema, and contexts that earn competitors citations — and close the gaps.
Why competitor A wins
Anchors
+ 7 more
Schema
+ 3 more
Contexts
+ 12 more
Each insight is actionable. Add gaps to your action plan in one click.
Verified Audit
Signed in Proof Pack v0.1 format
GRC facade & industrial framing systems
cmtindustries.com
Verified Claims (Excerpt)
Signed Manifest
Verified ✓
Served at: /.well-known/citability.json
JSON-LD