Quick Analysis · AI Visibility · GEO-16 · Executive summary · Pillar-level breakdown
Help brands get cited by AI—not just ranked in traditional search.
Citedom builds tools for Generative Engine Optimization (GEO)—AEO / conversational SEO—so teams can see how ChatGPT, Perplexity, Google AI Overviews, and similar systems treat their content, and what to change.
| Citation-oriented quality | Sites are scored against GEO-16: sixteen on-page signals tied in research to AI answer engines citing your pages. |
| Research-backed | We ground recommendations in peer-reviewed GEO, citation behavior, and competitive dynamics—not generic SEO folklore. |
| Actionable output | You get prioritized, specific fixes—not a vague “improve your content” checklist. |
Research we build on · papers & preprints
| Topic | Reference |
|---|---|
| Foundational GEO strategies | GEO (arXiv:2311.09735) |
| GEO-16 auditing & citation behavior | GEO-16 (arXiv:2509.10762) |
| Multimodal GEO | arXiv:2511.04080 |
| AutoGEO | arXiv:2510.11438 |
| C-SEO Bench | arXiv:2506.11097 |
| CORE & attention in AI search | arXiv:2602.03608, arXiv:2601.01750 |
This organization hosts public tooling and experiments around GEO analysis, reporting, and developer workflows. Star what you use; open an issue when something breaks or you want a feature.
citedom.com · Analyze your site’s AI visibility and get a structured report aligned with GEO-16.
CiteDom — visibility in the age of AI answer engines.