Kelmia Products agents turn your technical data sheets into structured, comparable knowledge that’s ready to sell—and to be found.
The problem
You have thousands of technical data sheets. You have all your product information. But it’s in formats no system understands, with data that gets lost before reaching the customer—and that no AI can reference.
PDF product sheets that can’t be searched, filtered, or compared. Data that exists but doesn’t work for you.
Products without standardized attributes. No comparability between SKUs. No way to identify equivalents or obsolete items.
Your catalog isn’t structured to be referenced. When someone asks an AI about your products, you don’t show up.
What the system builds
Kelmia Products doesn’t generate generic content. It builds three layers of knowledge about each product—each with a specific purpose.
Each product standardized with its actual attributes. Comparable, filterable, and ready for any system—e-commerce, ERP, PIM, or sales assistant.
Product descriptions, FAQs, semantic keywords, and automatically generated knowledge graphs. Content that ranks well in search engines and is cited by AI systems as a source.
Semantic search that understands natural language. An agent that answers questions about the catalog—and says "I don’t have it" when it doesn’t.
SEO · GEO · Catalog Authority
The content generated by Kelmia Products isn’t just meant to be read by humans. It’s structured so search engines can rank it, so AI models can cite it as a source, and so any system looking up information about that product finds yours first.
Classic SEO. GEO. And catalog authority in the era of conversational search.
Listings with semantic structure, correct attributes, and valuable content—what search engines reward.
Structured, verifiable content that AI models identify as a reliable source and cite in their responses.
When someone searches for information about a product type, your catalog appears as the reference—not your competitors’.
The same structured knowledge powers the internal assistant—total consistency between what you publish and what it responds with.
The product assistant
The Kelmia Products assistant doesn’t search by keywords—it understands what you’re asking and returns the correct product with its actual attributes.
And when it doesn’t have it, it says so. No making things up. No confusion. No hallucinations. Expert users prefer an honest “I don’t have it” to a confident but incorrect answer.
The process
The system processes technical data sheets in batches—thousands of references in parallel, with the right model for every task.
Supplier technical data sheets in any format
Conversion to structured data by contract and subfamily
Mass standardization with Batch API — minimal cost, maximum scale
Generation of SEO content, GEO, FAQs, and semantic graph
API ready for e-commerce, PIM, RAG, or sales assistant
By the numbers
The next step
In a 30-minute demo, we process a sample of your actual catalog and show you the results.
