AI search visibility for manufacturers
An engineer looking for a supplier is not reading your About page. They want tolerances, materials, minimum orders, lead times and whether you can do the thing that is slightly outside your catalogue. Those answers exist in your company. They are almost never on your website.
The supplier who answers the technical question is the supplier who gets quoted.
What buyers ask manufacturers and production companies
Examples of the shape these questions take — not a measurement of your market. The Demand Scanner finds the ones your own buyers are actually asking.
Publish once. Show up three times.
The same question, published once on your own hub — as the answer above the results, as the source an assistant quotes mid-sentence, and as the result underneath.
On stainless we hold ±0.02 mm on turned parts up to 200 mm, and ±0.05 mm above that. Tighter is possible with a second operation, which changes the price rather than the lead time.
Aanswers.yourcompany.comAn illustration of the three surfaces, not a screenshot of anyone’s placement — the domain is a placeholder. Google and ChatGPT are shown as places answers surface, not as endorsements.
An engineer asking an assistant gets an answer, not your brochure.
Technical buyers were early to search and are early to assistants, and they ask in specifics: this material, this tolerance, this series size. Those queries return whoever has published the specifics. A machine list cannot answer them, and a PDF cannot be read by the systems doing the answering.
- Specification questions are answerable — and almost nobody answers them publicly
- A page per capability question beats one downloadable capability brochure
- The supplier who is quotable is the supplier who gets on the enquiry list
Specifications, standards and the market they apply in
An industrial buyer looking at your product wants to know whether it is legal, certified and serviceable where they are. A page that quotes one standard without saying which jurisdiction it belongs to leaves the most important question open, and an engine summarising that page will state the standard without the caveat.
- Name the directive, norm or marking, and say which market it covers
- Publish lead times and service coverage by country rather than as a single global figure
- State what your documentation exists in, in which languages, and where to get it
- Where a specification differs by region, say so in the same sentence as the specification
The five answers a manufacturer should publish first
Sales engineers answer all five weekly, by email, where nothing can find them.
Why manufacturers start with AnswerLink
Engineers buy from suppliers who answer specification questions, and right now yours are answered by email, one enquiry at a time. AnswerLink structures what production and sales engineering already know — tolerances, materials, series sizes, certifications — and publishes each answer as a page a searching engineer can find and an assistant can quote. The catalogue stays; the answers finally exist beside it.
- Capability becomes searchable answers instead of a PDF nothing can read
- Your terminology rules keep the writing in your industry's words
- The supplier who is quotable is the supplier who gets on the enquiry list
Capability as records, not as a machine list
Processes, materials, tolerances, certifications and the projects that show them — structured, sourced and confirmed, so what you publish about a capability matches what production would actually agree to.
Read moreThe subjects you can defensibly own
Not every process is worth writing about. The canvas maps what your market asks against what you can credibly answer, so the pages you build sit where your capability and their demand overlap.
Read moreThe specification enquiry, with context attached
A buyer who reads your tolerance answer and then asks for a quote arrives with the page and the question attached — so the first reply from your sales engineer is already informed.
Read moreWhat manufacturers and production companies ask us
Our capabilities are commercially sensitive. How much do we publish?
You choose per record, and the split usually falls naturally: what you can do is a selling point, what it costs to do it is a negotiation. Publishing that you hold a tolerance on a material tells a buyer to talk to you; it tells a competitor nothing they could not measure from a finished part.
Our buyers are engineers. Will they read marketing pages?
They will read an answer. Engineers are among the most search-driven buyers there are, and they are unusually good at spotting content with nothing in it — which is why the specific version works so much better here than the general one.
Can it handle our terminology?
That is what the Company Brain's terminology rules are for. The words your industry uses for a process — and the words you specifically use — become rules the writing obeys, so pages do not drift into the generic vocabulary a model reaches for by default.
See what your own company already knows.
The scan is free and takes about four minutes. What comes back is your company, structured — not a demo of someone else’s.
Scan my website