This page describes the Geonoxis team, mission, methodology, principles, and trust signals. Geonoxis is an independent Generative Engine Optimization scanner founded in 2025. We score websites against 23 measurable signals across four pillars — structured data, citation readiness, content authority, and brand entity — that correlate with citation by ChatGPT, Perplexity, Claude, and Google AI Overviews. We are not affiliated with any AI engine vendor.
Geonoxis measures the 23 signals AI engines use to decide who gets cited inside generated answers. Built by search engineers, not vendors.
Search is moving from a list of blue links to AI-generated answers. The brands that get cited inside those answers win the new attention economy — the rest disappear. We built Geonoxis so any team can see, in plain English, why an AI engine is or is not citing their site, and fix it without guesswork.
No vendor partnerships. No paid score boosts. No black box. Just the signals that matter, measured the same way for everyone.
Every score points at the raw data, the rule that ran, and the exact fix. No black-box magic numbers.
We measure the signals that all major answer engines use — not the quirks of any single vendor.
No affiliate revenue from the platforms we measure. No paid score boosts. No partner conflicts.
Scoring weights track real engine behavior. Every model change ships with a public changelog.
We derive weights from observed citation behavior across ChatGPT, Perplexity, Claude, and Google AI Overviews. Signals are reweighted whenever a major engine behavior shift is measured. Every change ships to a public changelog.
Run a free scanSchema.org coverage, JSON-LD validity, entity linking.
Extractable answers, FAQ shape, scannable structure.
E-E-A-T signals, authorship, freshness, source quality.
Wikidata presence, knowledge graph signals, disambiguation.
Initial 14-signal model trained on observed ChatGPT citations.
Added Perplexity, Claude, and Google AI Overviews. Model widened to 19 signals.
Free scanner opened to the public. 50,000+ scans in the first quarter.
23 signals across four pillars. Public changelog and methodology docs.
Geonoxis is built and operated by six search engineers and content strategists with prior experience at SEO platforms, NLP labs, and retrieval-system teams. We have no investors pushing us toward "premium placement" sales, because there is no such thing in AI citation.
No. Geonoxis is fully independent. We have no commercial relationship with any AI engine vendor and we do not sell guaranteed placement inside any AI answer.
A small team of search engineers and content strategists with backgrounds in SEO, NLP, and retrieval systems.
We score 23 signals across four pillars: structured data, citation readiness, content authority, and brand entity. Each signal is weighted by its observed correlation with AI citation rates.
The model is reviewed monthly and updated whenever measurable engine behavior shifts. All weight changes are published to a public changelog.
Every score is fully transparent. Every signal points at the raw data, the check that ran, and the exact fix. Nothing is hidden behind a black box.
Free scan. No credit card. Results in under 60 seconds.