Win the spec when AI suggests building products.
When specifiers and contractors ask AI for fence, railing, pergola, envelope, or hardware, your brand should be named. We make sure it is, before the site visit.
We reply within one business day.
For building product brands, AI search visibility means getting named when specifiers and contractors ask AI for fence, railing, pergola, envelope, or hardware suppliers. LumeSurge structures your product and spec content so AI quotes it, and places you in the sources it cites.
What is going wrong
Specifiers and contractors ask AI for product options before they ever request a sample. If your systems, finishes, and spec data are not structured for AI, a competitor gets written into the spec instead.
How LumeSurge helps
We turn product lines, finishes, and spec sheets into extractable answer content, add schema, and build citations in the trade sources AI references, so your brand shows up at the moment the spec is being written.
This is where the spec gets decided.
When a specifier asks AI for railing or fence options, the names in that answer make the shortlist. We get yours into it.
How we approach your category.
- 01Test specifier prompts
We ask AI the product questions your specifiers ask.
- 02Structure product data
We turn systems, finishes, and spec sheets into extractable answers.
- 03Earn trade citations
We place you in the trade sources AI references.
- 04Track the spec
You see whether AI names your products as buyers compare.
Receipts, not promises.
Built from inside building products and aluminum manufacturing.
From spec sheet to finished facade.
Your systems and finishes end up on real buildings. We make sure they end up in the AI answer first.
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 Manufacturers · Contractors.
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.