Articles
Guides and analysis on ailathatosag.hu
Twelve in-depth articles by Zoltán Varga. Each one answers a single question, starting with the short answer.
What an AI Visibility Audit Actually Measures Beyond SEO
This guide maps the specific metrics of AI visibility audits, explaining why traditional SEO logic fails in stochastic answer environments.
The Three-Layer Output Problem in AI Answers
Brand information often disappears between the model's raw generation and the screen you actually read.
How to Design the Query Set for an AI Visibility Audit
The specific mix of questions asked to AI models matters more than the brand itself in determining visibility outcomes.
The Golden Dataset: A Stable Reference for AI Visibility Audits
A verified fact set serves as the only time-resistant baseline for measuring brand presence across changing AI model outputs.
Checklist: Facts to Prepare Before an AI Visibility Audit
A practical checklist of identity, people, offer, and media facts required to ground an AI visibility audit in verifiable truth.
Which AI Visibility Claims Survive Rival Hypotheses?
A rigorous test of industry assumptions reveals that most AI visibility claims collapse when exposed to alternative explanations.
Does Ad Spend Make a Brand Appear in AI Answers?
Advertising budgets correlate with AI mentions, but the causal link depends on content volume and authority, not direct payment algorithms.
Why Clicks Fail as a Metric for AI Visibility
Clicks measure user dissatisfaction, not brand presence, in the new zero-click AI answer environment.
What a 12-Week AI Visibility Repair Plan Looks Like
A phased roadmap for fixing AI entity recognition, detailing technical fixes, content requirements, and the shared responsibilities needed for results.
Which AI Visibility Interventions Have Evidence?
A review of causal evidence for AI visibility interventions separates measured effects from vendor claims and identifies which tactics endure.
AI Visibility Audit FAQ: What Can and Cannot Be Promised
An honest breakdown of deliverables, timelines, and the unavoidable dependency on client participation in AI entity building.
How to Read AI Visibility Audit Results: A Practical Guide
Stop chasing a single headline score. This guide explains how to read the 25-dimension profile to build a reliable AI presence.