what the machines say about you
Buyers stopped googling. They ask an assistant — and it answers with a shortlist you were never invited to. GEO Lens is the only monitor that watches both sides of the firewall: seven Western engines and seven Chinese engines, asked your questions, every single day. We read every answer, score where you land, and show you the sources doing the talking.
Anyone can query ChatGPT. Querying Doubao, Ernie and Yuanbao needs a mainland presence, mainland accounts and mainland billing — we run that infrastructure already. One dashboard, fourteen engines, the same forty questions.
A working walk-through built on a sample brand. Flip the Western / China / All switch in the header and every number, chart and table below re-reads — because that split is the whole point.
We write the forty prompts a real buyer would type — category, comparison, purchase-intent, risk — in English and Chinese. Not keywords. Questions.
Asked daily, web search on, from the right region. The China half runs on mainland infrastructure so the answers are the answers a buyer in Shanghai actually gets.
An LLM pass extracts brands, products, people, places, key phrases and cited URLs, then scores sentiment towards you specifically — not the paragraph's general mood.
Visibility, mention rate, prominence and sentiment roll up per engine, per market, per competitor — with the source domains that moved them. Dashboard, export, or your inbox.
We'll run your brand and two competitors across all fourteen engines and walk you through the first week of real answers. No deck until there's something worth looking at.