Your products,
visible to AI agents
Lumio audits your product catalog, scores every product for AI readiness, and enriches the gaps — so ChatGPT, Perplexity, and Google AI Mode actually recommend your products.
From invisible to recommended
Connect your catalog
Paste your store URL. Lumio reads your catalog — titles, descriptions, metafields, variants, images.
Get your AI score
Every product scored 0–100 across six dimensions. Lumio names what's missing and why AI agents skip the catalog today.
Enrich with AI
Lumio generates titles, descriptions, Q&A pairs, usage scenarios, and schema markup — tuned to what AI agents reward.
Deliver everywhere
Enriched data pushes to Google Merchant Center, Shopify metafields, and JSON-LD on your pages — automatically.
Most tools stop at delivery. Lumio measures whether it worked.
Shipping schema is table stakes. The work that matters is the work after: did AI agents start surfacing the catalog, and how does it stack up against the brands winning the category? Lumio answers both, continuously.
Analyze AI traffic
Lumio detects agent sessions separately from human visits — ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews — and shows which products are getting surfaced, which referrals convert, and where enrichment moved the needle.
Benchmark against peers
See how the catalog's AI Readiness compares to category peers, and which attributes the brands winning AI search results have that you don't. Re-run after every enrichment to track the gap closing.
Connect → Score → Enrich → Deliver → Analyze → Benchmark
Feed tools move your data. Schema apps format it.
Lumio fixes it.
Lumio enriches the catalog before it flows to Google Shopping, TikTok Shop, or your own storefront. Lumio makes the data worth distributing.
The gaps AI agents penalize
Title restructuring
Rewrites vague titles into the [Brand] + [Type] + [Attribute] + [Variant] pattern AI agents parse reliably.
Description enrichment
Expands thin copy into attribute-dense, intent-aware content that answers the questions AI shopping agents ask.
Q&A pair generation
Creates 5–10 product-specific question/answer pairs per product using Google's conversational commerce schema.
Competitive benchmarking
Crawls competitors winning in AI search results and names the attributes they have that the catalog doesn't.
Schema.org markup
Injects complete Product, Offer, and Review JSON-LD into your pages — the threshold for Perplexity and ChatGPT indexing.
Supplemental feed
Pushes enriched attributes to Google Merchant Center as a supplemental source — patches the feed without replacing it.
Pricing that scales with the catalog
Every plan includes AI Readiness scoring and gap reports. Upgrade for enrichment, delivery, and competitive benchmarking.
Score up to 50 products and see where your catalog stands.
Full enrichment and JSON-LD delivery for growing brands.
Analytics, benchmarking, and depth for serious catalogs.
See what AI agents see
Get a free AI Readiness Score for up to 50 products. Lumio names where AI shopping agents skip the catalog and what to fix first.
See your AI Readiness score