Can AI Engines
Actually Find You?
Nine weighted questions evaluating the core conditions that correlate with being mentioned and cited by AI search engines. An honest, step-by-step diagnostic of your technical architecture — not an invented domain scan.
Methodological honesty: What this tool does and does not do
This tool scores your specific operational setup against the 9 verified drivers of Generative Engine Optimization. It does not run simulated single-pass queries or return fabricated domain rankings. For a measured multi-engine study of your actual citation frequency across 2,500 data points, inspect our GEO testing methodology.
Is your company described identically across your site, LinkedIn, Crunchbase and industry directories?
Conflicting descriptions make it harder for a model to resolve what your company is and does.
Why These Nine Inputs Matter
Grouped into the four core dimensions that govern how LLM-driven engines retrieve, synthesize, and attribute recommendations.
Entity Clarity
Can a model resolve what your company is? Inconsistent naming across web nodes is the #1 reason brands get dropped from recommendation sets.
Extractability
Can content be retrieved cleanly? Client-side rendering, blocked crawler agents, and fragmented context block LLM retrieval immediately.
Information Gain
Is there unique value to cite? Generative models paraphrase consensus answers and reserve citations exclusively for original data sources.
Corroboration
Does the web confirm your claims? Independent reviews, press coverage, and third-party listings carry higher weight than self-published content.
About This Self-Assessment
Does this tool actually check my website?
Why do other tools give me a citation score instantly?
How were the weightings decided?
What does a high score actually mean?
Is my data stored or sent anywhere?
What should I fix first?
How often should I reassess?
Replace the Estimate With Real Measurement
A production GEO baseline tests 100 enterprise prompts across five AI engines with 5x repetition — delivering 2,500 coded observations on your real mention, citation, and prominence rates.