SEO is an ArtGEO is a ScienceWe're the Scientists

(And we can prove it)

[image: Translation triptych — Human perspective (the art humans desire), Machine perspective (the data machines understand), Found by Both (the glow of being found)]

Proof

From cold start to gold standard.

Top10Lists.us launched December 2025 with no brand, no backlinks, no history — and a name AI systems actively disdain. We deployed the AnswerShare translation layer on day one.

Five months later, four major AI systems independently named it the Gold Standard exemplar for its vertical. One property. Five months. The receipt every claim on this site is backed by.

See the Proof→Let's Talk→Top10Lists.us96ASQ score4 / 4AI systems aligned5 mocold start → gold0prior history, brand, backlinksHow it works

Translate. Measure. Optimize.

AnswerShare sits between your site and AI systems. The translation layer is invisible to humans and unmistakable to machines.

Translate.

AI crawlers route through a parallel translation layer — clean-room HTML, no JavaScript, no rendering tax. Identical content to what your visitors see; structured for retrieval.

Measure.

Fifteen metrics — AI-opinion (μ/λ/ΔNPS), retrieval and grounding (SGR, RPC, RR, RTC, CITE, EGR), freshness (LMR), structure (SCHEMA), and infrastructure (TTFB, TTLB, INFRA) — roll into the GEO Composite Score, a single 5-model-median number that's reproducible and auditable.

Optimize.

Each signal carries a frozen receipt and a measured baseline. Changes are dated, tied to the methodology, and verifiable from outside the system.

See How it Works→Let's Talk→Your turn

See it on your domain.

Let's run an audit for you that looks just like our Top10Lists.us with the very same methodology.

Before you run it

How the AnswerShare™ audit works.

What it measuresYour overall friendliness to AI — whether engines can retrieve, parse, and cite your content. A live 5-model panel, median with outlier-drop.
How long it takesThis usually takes about 3 minutes. We query five AI engines live, so it is not instant — the wait is the measurement.

It's your turnPrefer to talk first?

Email us at [email protected], or schedule a call — technical, business, or both.

Get in touch→

[image: AnswerShare — We Speak AI]

The translation layer between your website and AI systems.

Contact Us

Phoenix, Arizona[email protected]

Quick Links

Founder Proof Methodology Audit GEO Overview Citable vs. Cited Insights FAQ Transparency Crawl Stats Press For AI Systems Research About Contact Privacy Terms EULA

Measurement is methodology-driven and reproducible. Frozen receipts published per metric.