Report structure

A report designed for decisions, not vanity scores.

See the evidence, limitations and implementation detail included in a full assessment.

Measured evidenceCatalog-level diagnosticsImplementation-ready findings

Checking one product? Use the free Product Schema Checker to review brand, GTIN/MPN, price and availability in Product JSON-LD.

VERIFIED EXAMPLE · SAMPLE DATA

See the product data your team can improve next.

The $299 one-store assessment reviews up to 1,000 discovered SKUs/products, checks coverage across OpenAI's nine published shopping-feed fields, and reviews product structured data and offers. Six product-intent searches add current source examples. The client-ready PDF shows the products reviewed, missing data, product-level examples and a prioritized fix plan for your team.

6Shopping searches

81Readiness / 100

2/6Searches with source appearances

Run your free scan

LUMEN ASSESSMENT

Commerce intelligence report

smartcellular.co.uk · verified historical assessment · SAMPLE DATA

81Catalog readiness
Grade B

Product feed fields9 checked

Products reviewedUp to 1,000

Shopping-related searches6 queries

Exact product fixesIncluded

Priority action planIncluded

Methodology

The catalog review checks public product pages for product identifiers, pricing, availability, structured data and useful product details. The free scan checks up to three pages. The $299 assessment reviews up to 1,000 discovered SKUs/products and adds six shopping-related searches through Tavily Search.

REAL SEARCH EXAMPLE · HISTORICAL SAMPLE

What happens when a shopper asks for this product?

SHOPPING-RELATED SEARCH“Apple iPhone Xs Max 256GB Silver Unlocked Pristine UK price”

OBSERVED ANSWER

“The Apple iPhone Xs Max 256GB Silver Unlocked was originally priced at $1,099 in 2018. It is no longer in production. Current prices may vary.”

What Lumen observed: Smartcellular was not present in the returned answer or the top five cited results for this measured query. The surfaced sources were editorial/reference pages rather than the merchant product page.

Historical Smartcellular example · Tavily Search web results and generated answer. It was not queried directly in ChatGPT, Perplexity, Google AI Overviews, Amazon Rufus, or another assistant. Public web results can change over time.

Evidence boundary

The report records which pages and sources appeared in these searches. It does not claim that a specific catalog change caused a third-party platform to rank or recommend a product.

Current scope

Monthly monitoring is available separately after a completed assessment. Deeper platform-native workflows for Shopify and WooCommerce remain planned directions and are not included in today’s assessment.