A repeatable path from catalog truth to sale

Win more AI shopping opportunities, with less guesswork.

Know what to fix first, give your team ready-to-use improvements, and keep new products ready for AI discovery. Diagnose, Activate, Publish, and Protect connect the scorecard to the work, so your team can spend less time investigating and more time improving your catalog.

Get a preliminary catalog check See example output

1 · CEI Diagnose™

See exactly how ready your catalog is for AI discovery and what will move it forward.

2 · CEI Activate™

Turn the highest-priority gaps into implementation-ready fixes your teams can apply.

3 · CEI Publish™

Give AI agents clean, structured catalog data they can query directly.

4 · CEI Protect™

Keep new and changed products clear, complete, and consistent before they publish.

CEI Diagnose™

Know where to focus first

Commerce Eligibility Index™ score
Five-pillar, 16-signal breakdown
AI-provider and local retrieval results
Competitive benchmark
Executive report and technical evidence
Prioritized action plan

CEI Activate™

Spend less time turning findings into fixes

Structured data and JSON-LD
Attribute gap files for PIM
Terminology standardization map
Description and alt-text queues
Applied across CMS, imagery, copy

CEI Publish™

Make your product evidence easier for AI to use

Structured catalog surface for AI
Machine-readable HTML, JSONL, CSV, and indexes
Per-product evidence
Query-ready product context
Authenticated MCP access for AI agents

CEI Protect™

Catch catalog gaps before launch

Brand quality profile
Pre-publish validation gate
Pass, warn, fail, or incomplete
Publish decision guidance
Per product page, on launches and refreshes

The operating model

Start with clarity. Build momentum. Keep the advantage.

Start with a clear scorecard, move quickly into implementation-ready fixes, keep every launch clean, and give AI agents catalog data they can use.

1 · Diagnose

Get a clear CEI baseline, product-level evidence, and a prioritized view of what will improve AI discoverability fastest.

2 · Activate

Close the highest-impact gaps with ready-to-use improvements for product data, content, imagery, and the systems your teams already use. We deliberately identify and retain important keywords, SEO wording, and brand voice as we improve attributes, descriptions, and structured data. Your team gets a prioritized fix queue that builds on its search investment and strengthens the evidence behind AI recommendations.

3 · Publish

CEI Publish delivers machine-readable HTML, JSONL, CSV, and index assets, plus an authenticated MCP endpoint that lets authorized AI agents query your catalog directly.

4 · Protect & remeasure

Keep new and updated products at the same high standard. CEI Protect checks changes before they go live and shows your team that catalog quality is moving in the right direction.

Benchmarked, not guessed

See where you stand against your category.

See how your catalog compares with category peers across a governed CEI Benchmark spanning 100 brands, 10 verticals, 16 signals, and five pillars.

100 registry brands · 10 verticals · 16 signals · five pillars

Spot category-wide patterns, see where leaders pull ahead, and focus investment on the catalog improvements that matter most.

Turn findings into action

Build a repeatable path from recommendation to sale.

Give leaders and operators one evidence-backed plan to win more AI shortlists, stronger shopper preference, and more sales.

Get a preliminary catalog check