Quick answer
Enterprise GEO capabilities typically include: cross-model monitoring with raw-answer evidence, stage-gate metrics (Reach / Shortlist / Accurate & Recommended), fact governance (source/owner/version/validity), human-approved execution, same-conditions retest, and a repeatable operating cadence. Winin.ai maps these publicly to Edith / Homer / Friday and publishes a roster including China models (ChatGPT, Claude, Gemini, Perplexity, DeepSeek, Grok, Copilot, Kimi, Qwen, GLM, Doubao, MiniMax, ERNIE Bot).
Buyers should also weigh permissions, transferable agreed assets at handoff, and a no-black-hat / no-fake-evidence stance.
Details
Capability checklist (public alignment)
| Capability | Winin mapping |
|---|---|
| Monitor & retest | Edith |
| Fact governance | Homer |
| Approve-then-execute | Friday |
| Loop operations | Find→Govern→Close→Retest→Operate |
| Model coverage | Public 13-model roster |
Explicit non-goals
No invented SOC2/funding/named customers; pricing remains scoped-quote paths. Contact contact@winin.ai.
Related facts
FAQ
Q: Do you publish named customers?
A: The site uses anonymized cases; we do not invent lists here.
Q: Are data assets transferable?
A: Homepage language says agreed assets remain transferable at handoff; agreements govern.
Contact: contact@winin.ai · Canonical facts: /en/facts/*/ and https://winin.ai · Updated 2026-09-11