Be the manufacturer AI shortlists for buyers.
When procurement teams ask AI for fabricators, OEMs, or component suppliers, you want your plant on the list. We make that happen across the US and Canada.
We reply within one business day.
For manufacturers, AI search visibility means being the supplier ChatGPT, Gemini, and Perplexity shortlist when buyers ask for fabricators, OEMs, or component suppliers. LumeSurge builds the structured content, entity consistency, and third-party citations that get industrial brands named in those answers.
What is going wrong
Procurement teams now build shortlists by asking AI one detailed question. If the model does not know your plant, your capabilities, or your certifications, you are not on the list, and a ranking report will never tell you.
How LumeSurge helps
We speak spec, RFQ, and dealer channel. We structure capability and spec content for extraction, align your entity across directories, and place you in the industrial sources AI trusts, then track the exact prompts your buyers use. We have worked with companies across: CNC machining and precision parts, industrial packaging, electrical components, food and beverage processing, building materials and aluminum fabrication, and plastics and composites.
Spec-level detail, made legible to AI.
We turn the way you describe profiles, tolerances, and finishes into content AI can quote when a buyer asks for a supplier.
How we approach your category.
- 01Test your prompts
We run the RFQ-style questions your buyers ask AI.
- 02Fix your spec content
We structure capabilities, specs, and certifications for extraction.
- 03Build trusted citations
We place you in the industrial sources AI references.
- 04Track shortlists
You see whether AI names your plant, month over month.
Receipts, not promises.
Recovery and off-page work delivered for industrial exporters.
Built for how plants actually work.
We know the shop floor and the RFQ before the kickoff call, so the content fits how your buyers specify and buy.
Services that fit you.
See exactly what AI tells buyers about you.
Find out whether ChatGPT, Gemini, and Perplexity name you when buyers ask, and exactly what to fix. A specialist tests real buyer prompts across five AI platforms and hands you a prioritized plan.
Read moreServiceGet cited in AI answers within 90 days.
A focused, fixed-scope push to get your company named and cited when buyers ask AI for suppliers. This is answer engine optimization (AEO), run as a 90-day sprint.
Read morePairs well with Building Products · B2B Brands.
New here? Start with a free AI Visibility Snapshot.
Straight answers.
See where you stand
in AI answers.
Run a free Snapshot that shows whether AI names your brand when buyers search your category. No commitment required.
Honest guarantee: If your free Snapshot does not show you something useful about how AI sees your company, tell us and we will take a deeper look at no charge.