Method

From storefront evidence to prioritized implementation.

See exactly how Lumen separates technical readiness, measured visibility and actionable fixes.

1. Observe

Review public product pages, structured data and commerce signals using a focused sample.

2. Measure

The full assessment tests defined shopping queries and records observed source and competitor evidence.

3. Improve

Turn evidence into product-level fixes, prioritized implementation work and a repeatable remeasurement plan.

Evidence before conclusions

Lumen separates technical readiness from measured AI-shopping visibility. A free scan does not claim that a technical issue caused a recommendation outcome.