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Every fact has a home.
Every page has a reason to exist.

Atlas is the system behind steps two through five of the Visigent loop: a governed model of your business, the complete set of pages that express it, and the monitoring that keeps both current.

Atlas · Example accountIllustrative
Knowledge coverage
Entities82%
Evidence64%
Relationships71%
Page status
Keep 112Update 24New required 9Retire 3

Every page has a reason to exist, or a reason to go.

What Atlas is.

Models build their picture of you from what they can retrieve. Most businesses publish a fraction of what they know and sell, and much of that is stale or contradicts itself. That gap, not a missing keyword, is why you get left out of the answer.

Atlas closes it. It turns everything the business knows into structured, validated facts, decides which pages should exist to express them, and keeps the two in sync as the business changes. AI does the repetitive work: extraction, comparison, drafting, checking. People make the calls.

Three parts.

01
The model

Every product, service and plan, with what it's for. Every location and the markets it serves. The people, their credentials and what they're authorities on. Pricing, policies, logistics, what to expect. Proof: reviews, awards, case studies, certifications. The questions customers ask before they buy. Each becomes an entity with a definition, a source, an owner and its relationships to the rest.

02
The page set

The model is mapped against your site, page by page. Each existing page is kept, updated, consolidated or retired; each missing fact gets a page built only if it needs one. Page count is not the goal. Coverage is.

03
The monitoring

Businesses change weekly. Websites don't. When a fact changes in the model, Atlas pushes one verified change to every page, schema object and FAQ it touches, and the tracker watches whether AI's description of you changed with it.

What the model finds on most sites.

Atlas compares what the business knows with what the website says, and classifies every gap: missing, stale, unsupported. Each classification becomes a page decision: keep, update, consolidate, build.

Source of truth
What the business knows
  • 01Every product, service and plan, with what it's for
  • 02Every location and the markets it serves
  • 03The people, their credentials and what they're authorities on
  • 04Pricing, policies, logistics, insurance, what to expect
  • 05Proof: reviews, awards, case studies, certifications
  • 06The questions customers ask before they buy
What AI can retrieve
What the website says
  • 01A services page that lists half the offeringsMissing
  • 02One address in the footerMissing
  • 03A team page from two hires agoStale
  • 04A PDF nobody has opened since 2023Stale
  • 05“Award-winning” with no award namedUnsupported
  • 06An FAQ that answers three of themMissing

Missing, thin, contradictory or stale information creates uncertainty. AI systems resolve uncertainty by leaving you out.

What understood looks like.

Revelus Dermatology, Austin. Every condition, service, provider and policy has a page of its own, connected to the rest. Nothing about the practice is left for a model to infer.

Published record, by what it describesCoversPages
ConditionsProblems it treats45
Cosmetic servicesElective offerings38
Medical servicesAppointments, surgery, Rx30
Resources & policiesInsurance, forms, policies34
ProvidersPeople and credentials5

Page counts from the site's own sitemaps, September 2026. Page count is not the goal; coverage is. Each page has a defined reason to exist.

ChatGPT citations
2 → 14

of the domain, 13 Jul to 6 Aug 2026. Ahrefs.

AI visibility
36%

of 300 category prompts answered with Revelus, 22 Jul run.

Average position
2.5

when mentioned, across ChatGPT, Claude and Gemini.

Negative mentions
0

in the same run.

Measured with the Visigent tracker and Ahrefs. Read the case study

What Atlas is not.

Not
A knowledge base or RAG for your company

Those retrieve internal documents for an application. Atlas is the public layer: the authoritative, crawlable record that search engines, AI assistants and agents learn your business from.

Not
A content calendar

A calendar produces posts. Atlas produces a complete record and then maintains it.

Not
An autopilot

Atlas does not publish to your site. Agents draft, check, compare and recommend. Your people approve and publish. The approval boundary widens only when confidence and controls justify it.

Where you get it.

Atlas runs inside the platform from the Pro plan up, with knowledge gaps and the page-by-page plan, and in full on Agency, with templates, schema and implementation specs. On the managed program, our team builds and maintains the record for you.

Questions about Atlas.

Why not just have ChatGPT write the pages?
You can. It still won't know what's true about your business, what's current, or which of your pages just went stale. Atlas supplies that.
Do we have to rebuild our site?
No. Atlas starts from what exists. Keep, update, consolidate or retire; build only what's required.
How does Atlas know what the business knows?
From you, and from what you already publish. Where the model finds a gap, it asks. It does not infer facts about your business.
Is Atlas the same thing as ARI?
No. ARI is the score: how ready you are to be recommended. Atlas is the system that changes the score.

Written by Tom Howell, Co-Founder & CEO. Reviewed by Mikaela Berman, VP Product Growth & CX. Updated September 2026.

See your record the way AI sees it.

Enter your website. In 24 hours: your GEO Score, how each model describes you, where you're missing, and the first three fixes.