Whether AI mentions you at all
When a buyer describes your category without naming a brand, does any answer include you? Most exporters have never checked.
Your buyers stopped scrolling search results.
They ask AI who to consider.
A procurement manager no longer opens ten tabs. They ask AI which suppliers are worth shortlisting — and act on the answer. Miaowa GEO runs 50 buyer prompts per selected platform every 72 hours, keeps the evidence, and shows what changed.
Three things you currently cannot see
What AI gets wrong about you
Specs, certifications, lead times and return policies drift. An answer can be confident and still be years out of date.
Why your competitor is named instead
Usually it is not marketing spend. It is that their certificates, capacity and project records are findable and quotable on a public page.
Six questions a buyer asks — you can fail at any of them
Overseas procurement is a decision chain, not one query. We group monitoring questions by that chain and ask them in the buyer's own words, in the language of the target market. In the first five stages your brand name never appears — we want to see whether AI brings you up on its own.
- S1Supplier discovery
"Which module manufacturers should a buyer in Indonesia consider?" — is your name in the list at all?
- S2Shortlisting
When AI narrows the field to a handful of candidates, do you survive the cut?
- S3Qualification
Certifications, factory evidence, quality records — can AI actually find your proof?
- S4Commercial fit
MOQ, lead time, customisation, payment terms, after-sales — are your commercial facts retrievable?
- S5Head-to-head comparison
When buyers compare vendors side by side, do you make the comparison set, and how are you described?
- S6Brand due diligence
When a buyer names you directly, is what AI says about you accurate and free of risk language?
Every number traces back to a real answer
Each selected platform uses a frozen set of 50 prompts: 44 unbranded discovery/comparison questions and 6 branded fact checks. A cycle runs every 72 hours through the normal web product path in a controlled browser, retaining the full answer, screenshot and cited sources.
- Mention rate
- How often AI brings you up when the buyer has not named you.
- Shortlist rate
- How often you make the recommended set.
- Fact accuracy
- How much of what AI states about you survives verification against your own approved facts.
What we promise
This industry is full of "guaranteed AI recommendation" and "results in seven days". AI answers are decided by the model and by the whole public web — nobody can guarantee an outcome. Method and evidence are the only things that can be guaranteed, so here is exactly where our commitment starts and stops.
What we promise
- Every conclusion traces back to an original answer with a screenshot
- Every metric carries its numerator, denominator and sample size
- We verify what AI states about you, fact by fact, and name what is wrong
- Action items name the page and the acceptance criterion — no vague advice
- When nothing moved, the report says nothing moved
- Monthly plans carry no auto-renewal; stop whenever you want
What we do not promise
- No guaranteed AI recommendation, and no guaranteed ranking of any kind
- No results in seven days — changing an information ecosystem takes cycles
- We never pass a single sample off as a trend
- We never blend platforms together into one flattering score
- We never use your data to serve another client without your knowledge
Start by finding out where you actually stand
Tell us your market and your site. We will say plainly whether this is worth doing for you — and if it is not, we will say that too.
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