About Consumerative
Consumerative is an independent information service that structures what can be established about online stores and ties every finding to a source.
What we do
Consumerative collects information about an online store, validates it, and presents it in a consistent structure: company details, domain and security facts, financial context, legal and transparency pages, payments and shipping, returns and consumer rights, and reputation signals.
The aim is not to tell you what someone felt about a purchase, but to show what can actually be established — and what cannot.
Independence
The evaluation layer is designed to stay separate from advertising and paid placement. A business cannot buy a better result, a higher score or preferential treatment.
How AI is used
AI may help collect candidate information. Collected information is validated before it is used, and the versioned Consumerative methodology — not an AI opinion — determines indicator assessments, attention flags and the score.
Current status
Consumerative is in beta. Research is not available yet, the Consumerative Score is withheld until the scoring methodology is approved, and the example evaluation on this site contains fictional data used only to demonstrate structure.