Core differentiator
GEO & AI search scoring
The most defensible part of Waave — know whether Perplexity, Google AI Overview, ChatGPT, and Bing Copilot would cite your products when buyers ask what to purchase.
What GEO scoring measures
Generative Engine Optimization (GEO) is how visible your products are when shoppers use AI assistants instead of traditional search. Waave probes multiple AI engines in Arabic and English, then scores each catalog item on citation likelihood based on real query results from your target market.
What you get per product
- GEO score (0–100) with a one-sentence grounding statement citing actual searches from the run
- Citation likelihood band: high, medium, or low
- Missing attributes that block AI engines from recommending you (materials, volume, skin type, etc.)
- Optimized description rewritten to maximize citation traits competitors already rank for
Why it matters for MENA sellers
Arabic and English AI shopping queries behave differently. Waave runs bilingual GEO probes — including platform-specific queries for Noon, Namshi, and Sephora — so you see both global and regional citation landscapes, not a single-language guess.