Resources · Learn
How to make your business readable to AI.
Help buyers understand your capabilities and verify your claims. These guides connect manufacturing information, search fundamentals, and practical measurement—with sources and limits you can inspect.
Start here.
- 00
Our SEO experiment: a real website audit
A dated Google baseline, specific fixes, and a transparent measurement plan for FlatRelay itself.
Read the guide - 01
Content Actions: writing pages AI can lift and cite
Write bounded answers with operational evidence buyers can verify.
Read the guide - 02
Content structure for AI: the pages and hierarchy that get retrieved
Connect capability, qualification, and RFQ pages without creating repetitive content.
Read the guide - 03
llms.txt: an optional experiment and its limits
A curated, machine-readable map of your business at your site root.
Read the guide - 04
Structured-data markup: making your catalog machine-readable
Choose accurate schema, validate it, and understand its limits.
Read the guide
Put the guidance to work.
Manufacturing capability page: an evidence checklist
Build a capability page buyers can verify: processes, tolerances, materials, certificates, quote requirements, and a practical approval checklist.
Read the articleHow to measure AI supplier visibility without overclaiming
A repeatable protocol for manufacturing AI search tests: choose buyer prompts, log citations and errors, handle failed runs, and report limits.
Read the article
Manufacturing SEO and AI search articles
Capability evidence, repeatable visibility tests, and our editorial standards.
Browse articlesStart with the missing buyer answer.
A supplier website serves several decisions: whether the process fits, whether the qualification evidence applies, and how to request a quote. Start with the page that leaves the most important question unresolved. Gather approved operational facts before adding copy or structured data.
Our guides explain individual implementation choices. The articles provide a complete capability checklist and a suggested measurement protocol. Use our own SEO experiment to inspect a dated baseline; it does not establish customer outcomes or predict your results.
FlatRelay publishes these resources as a consultancy with a commercial interest in the subject. Our editorial standards distinguish primary sources, observations, examples, and recommendations. Send corrections with the page URL and supporting evidence to [email protected].
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