What we have built,and what it taught us
This is a record, not a portfolio. Where the data can be public we publish it, and where a claim can be checked we say where to check it. Two clients stay unnamed by agreement, so we describe the work, not the name.
In depthMEMECMO: turning GEO from a slogan into something measurableHow an AI product actually grew, read through functional capital: the value formula, three corrections to our own metric definitions, false positives in the judging layer, how to train AI workers, and why we go deep in only a few industries.Read it →What we have built
Not a portfolio. A library you can call from.
MEMECMO
Make your brand visible inside AI answers. Ten specialist agents in one workflow: brand profile extraction → 110 generated buyer questions → cross-model monitoring on five engines (ChatGPT / Gemini / Perplexity / Claude / AI Overview) → the AIGVR five-dimension algorithm (presence 30% · prominence 25% · share of voice 20% · sentiment 15% · citation strength 10%) → optimization guidance → content distribution → encyclopedia strategy.
Roughly 120 real queries × 5 engines per scan. Already serving Southeast Asian DTC brands and companies expanding worldwide. Three subscription tiers.
Musicraphy
Connects to BrainLink professional EEG hardware and modulates music from live brainwave readings. Electron desktop app with a React UI, personalized music therapy, plus a simulation mode for research and demos.
DirectorAI
Scattered raw recordings → a finished podcast episode. Not mechanical cutting but director-level editorial judgment: reviewing the material, finding the standout lines, planning the narrative arc, cutting the small talk, pacing the emotion.
“Let one person finish what used to take a whole production team.”
Next-generation live biotherapeutics · brand and digital system
Delivered a complete brand site plus three product-line pages for a partner working on gut microbiome testing, FMT 3.0 transplantation, and SafeMatrix™ probiotics. Science writing through visual system through deployment — a full run across an unfamiliar domain, fast.
Guanlan SEA Command Center
An interactive console orchestrating five specialist GEO agents in parallel: T1 corpus scouting, geopolitical compliance audit, regional competitor scanning, six-axis diagnosis, and advanced corpus generation. Live SSE streams each agent’s reasoning as it happens.
A Vietnamese focus-media group · CRM with an AI sales agent
A sales management and customer relationship system designed from scratch, including an AI agent that assists the sales process. Enterprise-grade delivery with localized deployment.
Guqin digitization
Turning the musical structure of the traditional guqin into data and visualization. A thousand years of qin scholarship becomes an explorable, interactive digital experience.
The next one could be yours
Got something to build? We compose modules from the library and build it with you.
Check it yourself
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The Hong Kong GEO platform: a real scan of the demo brand — 676 cells, 668 usable answers, every rate printed with its numerator and denominator.
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The developer pain-point board: public negative reviews of 310 leading products, 13,163 kept after venting is removed.
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SEA intelligence: a real measurement every month, with how often AI names each brand and out of how many answers.
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