Lumen Commerce AI

Commerce intelligence for AI-assisted product discovery.

Technical analysis for ecommerce teams adapting product catalogs to AI shopping journeys.

Measured evidenceCatalog-level diagnosticsImplementation-ready findings
WHY LUMEN EXISTS

Commerce is becoming machine-readable before it becomes conversational.

Product discovery is expanding beyond category pages and traditional search results. Ecommerce teams need to know whether their catalog is technically understandable, commercially complete and visible in the journeys that matter.

Lumen was built to make that work inspectable. We connect storefront evidence to concrete engineering and catalog priorities, then preserve the measurement boundary so teams can re-test after implementation.

01

Evidence over theatre

No invented visibility claims, fake customer outcomes or unexplained scores.

02

Built for implementation

Findings should become tickets, product fixes and measurable storefront work.

03

Commerce depth

Identity, offers, structured data, content and discoverability are treated as connected systems.