How it works

One audit. Four steps. One closed loop.

Citerion runs the same loop the AI engines do — and tells you exactly where you fit, where you don't, and what to do about it.

About 90 seconds, end to end.
Audits across
ChatGPTClaudeGeminiPerplexity
The loop

Audit → Diagnose → Remediate → Defend.

A four-stage loop. Run one cycle, then run it again.

01
Audit
02
Diagnose
03
Remediate
04
Defend
01
Step 01
Audit
Map every citation across every engine.

You give us a brand. We do the rest.

  • ~15 prompts your buyers actually ask, generated from your category and stage of the funnel.
  • Across ChatGPT, Claude, Perplexity, and Gemini. Four engines, every prompt.
  • Captured live. Real cited URLs, not modeled or estimated.
What you get back
  • Which prompts cite you.
  • Which cite competitors.
  • Which cite no one in your space yet — your open shots.
  • Every source URL behind every answer.
Under two minutes for a free audit.
app.citerion.ai/audit
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02
Step 02
Diagnose
Read your visibility through the Citation Ecosystem Model.

The audit tells you what is happening. The framework tells you why. The Citation Ecosystem Model is the lens we use to interpret every audit. Four pillars — four forces that decide whether AI engines cite you.

The Citation Ecosystem Model

Authority · Coverage · Freshness · Concordance — see the framework section below.

Framework first, dashboard second.
03
Step 03
Remediate
Get a prioritized playbook. Publish. Re-audit.

Diagnosis without action is a dashboard. Remediation is the product.

  • A ranked queue of fixes — pages to update, content to write, citations to chase.
  • A content brief for every gap, sized to your team.
  • Mark each item as 'In progress' or 'Published' once your team ships it.
Closed loop: push a fix live, run the audit again, and see whether the gap moved.
app.citerion.ai/recommendations
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04
Step 04
Defend
Run the audit again. See what changed.

AI engines change their minds quietly. A model update, a new high-authority source, a quiet retraining — and what they say about you shifts. Re-run your audit any time. Compare to the last run. See which prompts moved, which sources changed, which competitors gained or lost ground.

The product is built around the loop, not the snapshot.
Under the hood

The Citation Ecosystem Model.

The framework underneath every audit, every recommendation, every score.

The Citation Ecosystem Model is the IP. The product runs on it. Four pillars — Authority, Coverage, Freshness, Concordance — that explain how AI engines decide whose content makes the cut. Once you can see the ecosystem, you can act on it. That's the whole loop.

01
Authority

The sources AI engines trust in your category. If they don't cite you, they cite someone else.

02
Coverage

The questions your buyers actually ask. Every gap in your content is a competitor's opening.

03
Freshness

AI engines reward current information. Stale pages quietly disappear from the citation set.

04
Concordance

Your messaging across the open web. When sources contradict each other, AI picks the safer one. Usually not yours.

FAQ

Things people ask before they run their first audit.

01
How long does an audit take?

The free audit runs in about 90 seconds. Full audits go deeper across more prompts and surfaces.

02
Which AI engines do you cover?

ChatGPT, Claude, Perplexity, and Gemini today. New engines added as they hit material market share.

03
Do I need to install anything?

No. Citerion runs on top of the public AI engines. Type your brand, get the report.

04
Is this just SEO with a new name?

No. SEO ranks pages on Google. AEO gets you cited inside AI answers. Different signals, different sources, different playbook.

05
How is this different from other AEO tools?

Most AEO tools tell you whether AI cites you. Citerion tells you why — through the Citation Ecosystem Model — and what to do about it.

06
Do you store the audit results?

Yes — your audits are saved to your account so you can compare runs over time. Free audits expire after 30 days unless you sign up.

Run the loop on your brand.

Free audit. Four engines. About 90 seconds.