RESEARCH GUIDE
AI mention rate, citation rate and recommendation rate are distinct metrics. A mention does not necessarily place a brand in the recommended shortlist, and a citation does not equal a sale.
Monitoring reports should record the platform, model, region, language, prompt, sample count and observation period to support meaningful trend comparisons.
