AI cannibalization
The buyer gets enough from the answer layer and has less reason to click.
AI visibility decision training
Diagnose AI visibility before you spend on the wrong fix.
A practical course for teams who need to understand whether traffic loss comes from AI cannibalization, content decay, source selection or technical ambiguity.
Available now · One-time payment · Lifetime access
Built for founders, marketers, consultants and operators who need decision clarity, not another dashboard.
The diagnostic gap
One traffic chart can hide three different business problems.
AI search changes the buyer journey before analytics explains it. The course starts by separating cause, severity and decision risk so teams do not confuse visibility noise with a real commercial issue.
Content decay
Pages still exist, but their claims no longer match how AI summarizes the market.
Technical ambiguity
The brand is present, but harder to identify, cite or compare with confidence.
Free diagnostic
The AI Visibility Triage
Use the triage before briefing content, SEO or development work. It gives the first decision layer: what changed, why it may matter, and what evidence is still missing.
- Separate cannibalization, decay and technical ambiguity.
- Score severity before committing budget.
- Translate evidence into a next action.
- Set the first monthly baseline.
Get the free AI Visibility Triage.
You'll receive it in your inbox.
Curriculum logic
Six modules. One decision workflow.
The course is not a generic AI marketing overview. Each module answers a specific diagnostic question and moves toward a reusable monthly baseline.
Six modules, practical frameworks, real examples, downloadable resources, quizzes, and the included GEO Studio extension.
Why Your Clicks Fell, and Which Cause Is Yours
Separate AI cannibalization, content decay and technical issues, then tell real business risk from visibility noise.
Reading AI Visibility: Proxy Signals Without False KPIs
Gauge AI answer presence using citations, source type and context without forcing misleading classic KPIs.
AI Content Risk: A Spectrum, Not a Penalty
Separate real risks of AI-assisted content from community fear, then define when and how to use AI safely.
How LLMs Choose Sources: Selection, Citation and Trust
Understand conceptually how LLMs pick sources, summarize and cite, and what makes a brand more recommendable.
The Technical Signals AI Actually Reads
Learn what AI search understands, sees and ignores at an interpretation level, not developer how-to.
The Decision Layer: Reporting and the Monthly Baseline
Turn evidence into a monthly baseline and a report leadership can understand and reuse.
Included tool
GEO Studio - Included with the Course
Use the same Chrome/Edge extension demonstrated throughout the lessons. GEO Studio helps you inspect pages, capture relevant signals, organize evidence, and support the decision workflows taught in the course.
The full version is included at no additional cost and is available from the Introduction section, so you can use it throughout the training.
Page inspection
Signal capture
Evidence organization
Decision workflows
Evidence model
From claim to measured recommendation presence.
The course uses case evidence to show how AI visibility can be measured without pretending AI answers are fixed rankings.
View AuditUniversePro case context
Verified hospitality case
0/20 to 18/20
Measured query pattern
"best steakhouse Budapest for a premium dinner"
Query set
20
Systems checked
AI answers
Decision output
Recommendation readiness
Before
0/20
No measured AI recommendation presence.
After
18/20
First-place presence in measured recommendation scenarios.
- Query set, answer context and citation quality are reviewed together.
- Business impact is interpreted as evidence, not as a ranking guarantee.
Course fit
Join if AI visibility has become a budget decision.
This is not a passive trend briefing. It is for people who need to decide whether the next move is content, technical structure, positioning, measurement or doing nothing yet.
You are a fit if you need to:
- Brief a team before spending on AI search fixes.
- Separate visibility noise from commercial risk.
- Create a monthly baseline leadership can reuse.
Course access
$299 - Lifetime Access
One-time payment.
Full access to:
- all six modules;
- practical course resources;
- downloadable frameworks and worksheets;
- quizzes;
- Field Guide;
- Glossary;
- Capstone Workbook;
- GEO Studio Chrome/Edge extension.
No subscription.
Secure checkout via Payhip · Card and PayPal available · No guaranteed AI rankings.
Instructor and method
Peter Beko, AuditUniversePro
Peter Beko builds AI visibility diagnostics for premium brands that need clearer evidence before committing budget.
The method focuses on AI recommendation visibility, semantic clarity, citation quality and measurable business impact.
Connect with Peter on LinkedIn
Evidence before tactics.
Source selection before content volume.
Decision clarity over dashboards.
No guaranteed AI rankings.
FAQ
Clear answers before you buy.
Is this an SEO course?
It is related to SEO, but it is not the same. The focus is AI-powered discovery, recommendation presence, source selection and decision quality.
Do you guarantee AI rankings?
No. AI answers are dynamic and cannot be guaranteed. The course focuses on improving the recommendability baseline and the quality of evidence.
Who is this for?
It is for founders, marketers, consultants and operators who need to diagnose AI visibility changes before spending on fixes.
Is the course available now?
Yes. The GEO Decision Course is available now. After purchase, you can create or access your Payhip student account and begin the course immediately.
What does the course cost?
$299 USD as a one-time payment. There is no subscription, and access does not expire.
What happens after I purchase?
After checkout, Payhip sends your purchase confirmation and provides access to your student account. From there you can open the GEO Decision Course and access the published modules and resources.
Is GEO Studio included?
Yes. The GEO Studio Chrome/Edge extension used throughout the training is included with the course at no additional cost.
Ready to build a repeatable AI visibility decision process?
GEO Decision Course
Six modules. Practical frameworks. Real examples. GEO Studio included.
$299 · One-time payment · Lifetime access
Get Lifetime Access