AI COMMERCE INTELLIGENCE Measure what machines can understand about your catalog — then improve it with evidence.Explore the methodology →
Lumen
System Ready
AI COMMERCE INTELLIGENCE · BUILT FOR PRODUCT CATALOGS

Be Found.
Be Chosen.
Drive Growth.

Measure. Improve. Remeasure. Lumen turns public catalog evidence, product-level gaps, shopping-search sources and repeat measurements into a prioritized commerce intelligence workflow.

Analyze my store free →Explore a real report
Evidence attached to findingsProduct-level analysisRemeasurement workflow
✦ LumenAI COMMERCE INTELLIGENCE
Commerce Intelligence OverviewSAMPLE · evidence-led workspace
Last 30 days⌄
1,000Assessment SKUscatalog capacity
6Measured queriessearch evidence
81Readiness sampleproduct data
3Change typesremeasurement
Evidence trendCatalog   Search   Sources
Priority product findings
Product data completeness92%
Search-source coverage78%
Remeasurement statusActive
Evidence sources
Your catalogCatalog
Shopping searchesMarket
Observed domainsSources
MEASUREMENT COVERAGELive evidence, readiness and roadmap — clearly separated
TTavily SearchLive search evidenceLIVE
OAIOpenAI ShoppingPublished feed readinessREADY
GGoogle ShoppingProduct data readinessREADY
PPerplexityDirect measurementPLANNED
CClaudeDirect measurementPLANNED
GGeminiDirect measurementPLANNED
COMMERCE PLATFORMS WE CAN ASSESS
AdobeCommerceShopifyBigCommerceWooCommerce

Catalog & Search Evidence

See field-by-field coverage for product IDs, titles, descriptions, brand, images, prices, availability and more.

Competitor Intelligence

Get the pages and sources returned for six product-intent searches in your category.

Actionable Fixes

Receive product-level findings, ranked by importance, with clear implementation guidance.

Remeasurement

Repeat the same checks later to see which product-data and search signals changed.

Ongoing monitoring

Track SKU, visibility and source changes between scheduled measurements.

FLEXIBLE PLANS FOR EVERY STAGE

Simple, Transparent Pricing

Start with evidence. Scale catalog coverage and measurement cadence as you grow.

Compare all plan details →

Free Preview

$0

Explore Lumen with a 3-product preview.

  • 3-product analysis
  • Basic readiness report
  • Public catalog evidence
Start Free

Assessment

$299

One-time analysis for up to 1,000 products.

  • Up to 1,000 SKUs
  • 6 measured queries
  • Prioritized fix plan
Get Assessment
Most Popular

Monitor

$99 /month

Ongoing measurement for up to 1,000 products.

  • 1,000 product monitoring
  • 6 queries monthly
  • Change intelligence
Start Monitoring

Growth

$249 /month

For growing catalogs up to 5,000 products.

  • 5,000 SKU capacity
  • 18 measured queries
  • Monthly cadence
Choose Growth

Pro

$599 /month

For established catalogs up to 25,000 products.

  • 25,000 SKU capacity
  • 50 measured queries
  • Weekly cadence
Choose Pro

Enterprise

From $999 /month

Configurable measurement for 25,000+ products.

  • 25,000+ SKU capacity
  • Configurable query budget
  • Configurable cadence
Contact Sales
HOW IT WORKS

A repeatable measurement loop, not a one-off score.

Lumen establishes a baseline, documents the evidence, prioritizes fixes, and gives your team a path to remeasure the same signals after implementation.

Check my store free →
1

Connect your store

Enter your store URL. We inspect the public catalog and product pages.

yourstore.com Scan
2

Check feed fields and searches

Compare public product details with OpenAI's published feed fields, then review six product-intent searches and their returned sources.

3

Get your report

Receive evidence, catalog gaps, priorities, methodology and recommended fixes.

LUMENAI COMMERCE ASSESSMENT
4

Improve & remeasure

Implement the changes, then repeat the measurement to document what changed instead of relying on assumptions.

Visibility
Establish your baseline

Start with a free product-data evidence scan.

We check three public product pages for missing details that can make products harder to understand and find. The free scan does not include the six paid shopping-related searches.

✓ Product structured data✓ Commerce signals✓ Content quality✓ Downloadable assessment
FREE READINESS SCANAnalyze a storefront
~ 1 minute
No account · No card · Public storefront evidence only
The product, not a promise

Watch a storefront become an action plan.

This walkthrough shows how Lumen reviews a catalog, checks shopping-related searches, and turns findings into a prioritized fix list.

lumencommerceai.com / assessment
Inspecting a public storefront01 / 04
VERIFIED HISTORICAL SAMPLEsmartcellular.co.uk
CATALOG READINESS81/100

Lumen checks product details, pricing, availability, structured data and page content.

Step 1. See what machines can understand about the catalog today.
01Scan a public catalog
→
02Surface technical gaps
→
03Measure market evidence
→
04Ship prioritized fixes
WHAT YOU SEE
01
Readiness

What your catalog exposes to machines today.

02
Evidence

The pages returned for the six shopping-related searches.

03
Action

Exactly where product and catalog work should begin.

Explore the sample assessment →
01 Discover02 Diagnose03 Measure04 Compare05 Improve
SAMPLE DISPLAY — Smartcellular figures come from a previously completed assessment, not from your free scan. This tour shows how Lumen turns a storefront into findings, priorities and fixes your team can implement.
Full assessment

Get a product-data review and a fix plan your team can use.

The $299 one-time assessment covers one storefront. Lumen checks up to 1,000 discovered SKUs/products against OpenAI's published shopping-feed fields, reviews Google Product/Offer data, and runs six product-intent searches with Tavily Search. You receive the product sample, field-by-field coverage, pages and sources returned, competitor examples, and a prioritized, client-ready PDF fix plan. OpenAI feed access is currently limited to approved partners; this assessment prepares and reviews your public product data without promising approval, placement, or sales results.

AI Shopping Product Data Assessment$299One storefront · one-time purchase · no subscription
View assessment details →