Every claim has receipts

Every score should point to something your team can inspect.

This is not an SEO audit. It is an AI readiness diagnostic. Every CEI finding connects to product-level evidence, signal breakdowns, and a prioritized fix queue mapped to owners.

Sample DeliverablePARTIALLY READY
CEI EXECUTIVE SCORECARD68/100FoundationDifferentiationRetrievalSKU-4471 · 3 of 7 attrs missingSKU-9920 · retrieval miss x2SKU-1180 · unsupported claimPARTIALLY READY
What clients receive

A delivery package built for executives, owners, and operators.

Executive Report

A leadership-ready view of the CEI score, readiness band, competitive context, commercial risk, and prioritized recommendations.

Technical Evidence Package

Signal-level data, product-level findings, crawler diagnostics, retrieval results, and source evidence.

Remediation Roadmap

A prioritized plan mapping each fix to business impact, owner, effort, and expected readiness improvement.

Activate Artifacts

Structured data recommendations, attribute files, terminology maps, and content briefs when Activate is in scope.

Why this product, why this signal, why now

Representative findings from a CEI engagement.

Attribute completeness

A high-share category is missing material, fit, size, compatibility, or use-case attributes across many SKUs.

Differentiation strength

Multiple products use boilerplate descriptions, making them difficult for AI to distinguish.

Retrieval quality

Realistic shopping queries surface the wrong product because constraints are missing or inconsistent.

See the evidence behind your readiness

Request a sample scorecard and product-level evidence view.

See how a CEI engagement moves from executive scorecard to operator-ready fix queue.

Request a CEI assessment