Shopping Intelligence
Insights derived from analyzing how AI systems reference, recommend, and describe specific products.
What is Shopping Intelligence?
Shopping Intelligence extracts and analyzes product-level information from AI responses: which specific products are mentioned, in what contexts, with what attributes, and against which alternatives. This goes beyond brand-level monitoring to track individual SKUs, features, or offerings. Shopping intelligence reveals which products resonate with AI systems, what use cases they're recommended for, and how they're differentiated from competitors. This is particularly valuable for e-commerce, SaaS, and multi-product brands.
How Qwairy Makes This Actionable
Qwairy extracts shopping intelligence from AI responses, identifying which specific products are mentioned, tracking product-level sentiment, and analyzing product positioning. Discover which products AI systems recommend most frequently and understand product-specific perception.
Frequently Asked Questions
Related Terms
Shopping Intent
Signals within queries or responses indicating user readiness to make a purchase decision.
Brand Mention
Explicit mention of a brand name in content generated by an LLM.
Competitive Analysis
Comparative analysis of your brand's visibility against competitors in LLM responses.