91% of stores are invisible to AI shopping agents

Your products,
visible to AI

Lumio audits your product catalog, scores every SKU for AI readiness, and enriches the gaps — so ChatGPT, Perplexity, and Google AI Mode actually recommend your products.

Free for up to 50 SKUs — no credit card required
app.lumio.ai / ai-readiness-audit
AI Readiness Score
Your catalog: 19/100
Needs attention
Title quality
32
Description density
15
Schema completeness
8
Identifier coverage
44
Conversational fields
2
Availability precision
61

From invisible to recommended in four steps

STEP 01

Connect your store

Paste your store URL and we read your catalog — titles, descriptions, metafields, variants, images.

STEP 02

Get your AI score

Every SKU scored 0-100 across six dimensions. See exactly what's missing and why AI agents skip you.

STEP 03

Enrich with AI

Lumio generates titles, descriptions, Q&A pairs, usage scenarios, and schema markup — calibrated to what AI rewards.

STEP 04

Deliver everywhere

Enriched data pushes to Google Merchant Center, Shopify metafields, and JSON-LD on your pages — automatically.

Feed tools move your data. Schema apps format it.
Nobody fixes it. Until now.

Lumio sits upstream of everything — enriching your catalog before it flows to Google Shopping, TikTok Shop, or your own storefront. We make the data worth distributing.

Move data
Feedonomics, DataFeedWatch
Format data
Schema App, JSON-LD apps
Fix the data
Lumio

Every gap AI agents penalize you for

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 SKU using Google's conversational commerce schema.

Competitive benchmarking

Crawls competitors winning in AI search results and shows exactly which attributes they have that you don'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 your feed without replacing it.

50M+
AI shopping queries daily
91%
Stores invisible to AI
$180B
AI commerce revenue 2026
+40pts
Avg. score improvement

Pay for what you use

Credits cover auditing, enrichment, and competitive research. Use them at your pace — they never expire.

Starter
Free
200 credits

Audit up to 50 SKUs and see your AI Readiness Score.

AI Readiness Score
Per-SKU gap report
Score breakdown by dimension
Start free audit
Growth
$99
2,500 credits · $0.04/credit

Full enrichment for a growing catalog.

Everything in Starter
AI content enrichment
Schema.org injection
Google Merchant feed
5 competitor benchmarks
Buy credits
Scale
$299
10,000 credits · $0.03/credit

For large catalogs and serious optimization.

Everything in Growth
Full competitive suite
Continuous monitoring
TikTok Shop optimization
Priority support
Buy credits
Need more? Enterprise packages with unlimited credits and custom enrichment models available.

See what AI agents see

Get your free AI Readiness Score for up to 50 SKUs. Find out exactly why AI shopping agents are skipping your products — and what to fix first.

Get your free score
Free for up to 50 SKUs — no credit card required