Example · E-commerce · Sample data
Doubling citation share in AI product recommendations
An example OClever workflow using sample data: an e-commerce brand doubled its citation share in AI shopping answers by strengthening the sources engines trust.
All examples
01
Challenge
AI shopping answers recommended competitors' products and cited third-party review pages the brand had never engaged with.
02
Approach
Source analysis revealed the six publishers deciding most category answers. The brand invested in those relationships and made its own product evidence machine-readable.
03
Result
Citation share grew 2.1× within the sample window, and the brand entered the generated shortlist for its top three product categories.
See where your brand stands.
Find out where you appear, why competitors win, and what to do next.
Get a Demo