A research desk, not a dashboard vendor
MPower is a founder-led AI visibility practice. We built GEO Lens because the question our clients kept asking, "what do the engines inside China say about us", had no serious answer on the market.
Who runs it
Rio Chen founded MPower after years inside the media intelligence industry in Asia Pacific, serving global brands on listening, analytics and reputation work through the platforms the industry runs on. GEO Lens is that discipline pointed at a new surface: the AI answer instead of the news article.
The practice is deliberately bilingual and engineering-led. The same desk that writes the report also builds the pipelines, which is why GEO Lens exists as an MCP server and not only as slideware.
Who we work with
Engagements to date span an international school group, a Hong Kong financial institution, a global consumer-technology brand and an international airport's retail arm. We do not name clients on this site; references are available in scoping conversations where appropriate.
The common thread: brands whose buyers sit on both sides of the language wall, and teams who want numbers they can defend in front of a board.
What we believe about this work
Evidence before adjectives
Every number in our work traces to a stored verbatim answer with a timestamp and model version. If we cannot show the receipt, we do not publish the claim.
Both hemispheres or neither
A China-blind audit is half an audit, and a China-only one repeats the mistake in reverse. The value is in the comparison, which demands one methodology across all engines.
Honest about uncertainty
Engines are probabilistic and API models are not always the consumer app. We repeat-sample, disclose the gap, and never dress noise up as a trend.
Practice what we preach
This site is itself built the way we advise clients to build for GEO: crawlable without JavaScript, structured data throughout, and claims stated so a machine can quote them accurately.