AI Visibility App publishes clear guides to measuring AI visibility, evaluating GEO and AEO tools, and understanding how AI-assisted search works. Our research articles distinguish official platform documentation from experiments, preprints, vendor claims, and our own observations. We do not present unmeasured AI mentions or citations as proven outcomes.
Research and evidence
- How AI Search Engines Choose Sources: What the Evidence Shows — what provider documentation and bounded studies can—and cannot—tell us about visible sources.
- What to Do When AI Gets Your Brand Wrong — a practical evidence and feedback workflow, with no promise of a correction.
- Review Methodology and Evidence Standards — how we separate documented product information, independent evidence, and hands-on testing.
Measure AI visibility
- How to Measure AI Visibility — build a repeatable prompt sample and record outcomes.
- AI Visibility Metrics Explained — distinguish mentions, citations, position, sentiment, and referrals.
- AI Visibility Tracking Tools — compare data collection and reporting methods.
Improve content and technical readiness
- How to Improve AI Visibility — a practical, staged workflow.
- GEO Content Optimization — improve clarity and sourceability without assuming a magic format.
- Technical AI Search Optimization — check crawl access, indexability, rendering, and documented controls.
- Entity and Brand Mentions for AI Visibility — keep public entity facts accurate and consistent.
- Digital PR for AI Visibility — earn relevant, accurate third-party coverage.
Choose a platform or service
- Best AI Visibility Tools — a practical shortlist with evidence limits.
- AI Visibility Platforms — platform categories, features, and fit.
- How to Choose a GEO or AEO Service — questions to ask before hiring a provider.
How to use this index
This index is an editorial guide, not a claim that any page or tactic guarantees AI inclusion. Platform features and research change; check the linked primary sources and page update notes.