Growth for manufacturing, starting from what buyers ask.
Below is the working prompt set for this vertical — 8 questions your buyers put to an assistant before they ever reach your site. Everything we build is scored against it.
Get your prompt setThe prompt set
8 questions we measure against
- 01Contract manufacturer for small-batch electronics in India
- 02Which suppliers hold ISO 9001 and IATF certification
- 03Minimum order quantity and typical lead time
- 04Manufacturer that can handle both prototyping and production
- 05Who can produce to this tolerance at this volume
- 06Compare landed cost of manufacturing here versus overseas
- 07Supplier with capacity available this quarter
- 08What quality documentation is provided with each batch
Your live set is built around your categories, locations and competitors. This is the starting template for the vertical.
What makes this vertical different to work in
Capability lives in a PDF catalogue that no retrieval system will ever read
Certifications and tolerances are the deciding criteria and are hardest to find
Long sales cycles make single-touch attribution actively misleading
What we usually run here
Example implementation framework. What follows describes how we would approach a manufacturing engagement. It is method, not a record of a completed client project, and contains no performance figures.
Business challenges
Capability lives in a PDF catalogue
No retrieval system reads it usefully, so the capability is effectively invisible.
Certifications decide the shortlist
And they are the hardest thing to find on most manufacturer sites.
Long cycles break single-touch attribution
Attribution models default to windows far shorter than the real buying cycle.
AI marketing, SEO, GEO and AEO strategy
Capability as structured text
Tolerances, materials, capacity, minimum order quantities and lead times published as data, not documents.
Certification structuring
ISO, IATF and sector accreditations stated on-page in machine-readable form.
Application-led content
Content organised by what the part does, which is how engineers search.
Long-window measurement
Attribution designed around a six to eighteen month cycle.
30, 60 and 90 day action plan
- Days 1–30
Baseline and foundation
- Prompt set by process and material
- Baseline recorded
- Capability inventory from catalogues
- Technical audit
- Days 31–60
Structure and publish
- Capability pages as structured data
- Organization and Service schema
- Certification structuring
- Application content
- Days 61–90
Convert and corroborate
- RFQ funnel rebuild
- Industry citation building
- Long-window attribution
- First re-measure
Expected workflow
- 01DiscoverBuild the prompt set from real buyer language, record the visibility baseline across four assistants, and audit the technical foundation.
- 02DiagnoseRank findings by commercial impact rather than severity label, and agree what qualified means with the people who take the calls.
- 03BuildRemediate the foundation, deploy the schema graph, and restructure templates so a complete answer sits at the top of each page.
- 04PublishShip answer-first content against the highest-value prompts, with every statistic carrying a named source and date.
- 05CorroborateBuild the mentions, listings, reviews and coverage that let an assistant verify claims somewhere other than your own site.
- 06MeasureRe-measure against the recorded baseline monthly and report pipeline first, with attribution limits stated in the report.
Deliverables
- Category prompt set and recorded visibility baseline
- Technical audit with a prioritised, costed fix list
- Schema graph across every page template
- Answer-first content programme
- Citation and corroboration programme
- Conversion instrumentation and attribution model
- Monthly report opening with pipeline created
AI tools and automation
AI visibility
- ChatGPT
- Google Gemini
- Perplexity
- Microsoft Copilot
- Claude
Search & measurement
- Google Search Console
- Bing Webmaster Tools
- GA4
- Looker Studio
Technical
- Screaming Frog
- PageSpeed Insights
- Schema validators
- Lighthouse CI
Automation & CRM
- HubSpot or equivalent CRM
- Workflow automation
- Lead routing and alerting
- Conversational agents
KPIs manufacturing businesses typically monitor
Citation rate on capability prompts
How engineers and buyers now shortlist suppliers.
RFQ volume and quality
The primary commercial signal in contract manufacturing.
RFQ to quote to order rate
Shows where in the cycle deals are lost.
Average order value
Volume without value indicates the wrong enquiries.
Enquiry source with a long window
Short windows systematically misattribute industrial marketing.
Frequently asked questions
No retrieval system will read it usefully. Capability, tolerances, certifications and minimum order quantities need to be text on a page.
Find out what AI says about you right now.
We run your real buyer prompts through four assistants and send you the transcript, with your position and your competitors’. No charge, no call required to receive it.
Typical turnaround: 3 working days.