Georion research
Benchmarks for ranking in Google and AI answers.
Public research, frameworks, and living benchmarks for teams measuring whether they are visible, cited, and recommended across search engines and AI answer engines.
Reproducible methods
Every report explains what is measured, how prompts are grouped, which surfaces are checked, and how scores are weighted.
Tables before opinions
We prioritize structured tables, scoring dimensions, and audit rubrics because they are easier for Google and AI engines to extract.
Search + AI visibility
The research layer connects classic indexation with AI answer visibility, citation behavior, and competitor displacement.
Reports
Published research
AI Search Visibility Methodology 2026
The public Georion methodology for measuring AI visibility, prompt coverage, citation evidence, entity confidence, and human usefulness without creating thin content.
AI Visibility Benchmark 2026
A reproducible framework for measuring how brands appear across ChatGPT, Claude, Gemini, Perplexity, Copilot, and Grok.
AI Search Ranking Factors 2026
The 24 signals Georion audits when deciding whether a page is ready to be cited, summarized, recommended, and converted by AI search engines.