The Governed AI-Visibility Audit

Your truth is drifting. Get the number.

Your prices, features, and positioning move. Your published claims don't. Your own AI tools inherit the drift and send with confidence. Buyers' AI engines repeat it. The audit crawls what's public and shows you exactly where you contradict yourself.

Run the audit

Private review · first pass · governed workspace when ready.

Your audit is queued.

We'll send your first pass to your inbox, yours to keep. Read-only. We never publish anything.

2026 changed the blast radius

Every AI that touches you inherits your drift.

A contradiction used to sit quietly on page 9. Now it's training data for every model that reads you, and it ships at machine speed, in flawless prose, with total confidence.

The AI speaking for you

Your SDR, copilot, and support bot inherit the corpus.

They're trained and prompted on what you've published. If two pages disagree on price, they'll pick one and send it with confidence, and you won't know which until a customer does.

The AI speaking about you

ChatGPT, Perplexity, and Google AI assemble your shortlist answer.

They compose the answer a buyer gets from whatever's public and current. The version they repeat is the one you left lying around, not the one you'd approve today.

The honest line The audit crawls your public surfaces only. It does not query the AI engines and it does not scan your internal systems. These two lanes describe what consumes your drifting corpus once it's out there, never what the audit reaches into.

The four kinds

Nobody decides to drift. It compounds.

No one ships a contradiction on purpose. It accumulates one honest edit at a time, until your own material argues with itself. The grader sorts it into four kinds.

Contradictions

Two live surfaces state different prices, terms, or numbers. Both are published. Both are being read.

Dead claims

A feature you sunset, a metric that expired, a tier you retired, still live on a page. The AI quotes the corpse.

Positioning forks

Three versions of who you are, published in three quarters. Buyers meet all three and can't tell which is current.

?

Claims without sources

An assertion with nothing behind it. Fine until a security review, a journalist, or an AI asks where it came from.

How it runs

Proof of work beats proof of concept.

No call, no demo, no promise. You give it a URL and it does the work in front of you, then hands you the receipts.

01

Run it

Work email and your company URL. That's the whole ask. No card, no call booked.

02

We crawl what the machines crawl

Your public surfaces, the same pages an AI engine reads. Read-only. Nothing internal, nothing behind a login.

03

The drift computes

Claims are extracted, cross-checked against each other, and scored. Contradictions, dead claims, forks, and unsourced assertions surface with their page and sentence.

04

You get the number and the receipts

The full report, yours to keep, every finding cited. Not a teaser. Not gated. The team picks up from there if you want it.

Not another audit

Every other audit tells you to publish more.

This one measures whether what's already out there still makes sense. It's a subtraction tool, not a content quota. Here's what it will never do.

We will never

Fake a score

The number comes from findings you can open and verify. No vanity metric, no black box you have to trust.

We will never

Pose as a security audit

This measures what you say, not how you're secured. It crawls public pages. It doesn't touch your systems.

We will never

Gate the report

The whole thing is yours, with every citation, on the first pass. No "unlock the full findings" wall.

We will never

Publish anything

Read-only, always. The audit reads your public surfaces and reports. It never writes, posts, or changes a thing.

One number

Get the number.

The fastest way to see the drift is to point it at your own site. Free, read-only, yours to keep.

Facts on this page are wired to our Truth Graph · last verified 2026-07-04 · Verify →