Mini Study Peak Season PositioningWho AI Search Recommends from Black Friday to Christmas
For Cross-Functional Teams
Explore who AI search mentions and cites when shoppers ask about holiday deals and gifts. Based on 269 holiday shopping topics, this study analyzes Black Friday, Cyber Monday, and Christmas queries across four AI platforms.
- See where specialists like Ashley Furniture, evo, and Nordstrom outrank Amazon, Walmart, Best Buy, and Target
- Discover which brand leads in mentions without a single citation
- Compare how ChatGPT, Gemini, and Google AI Mode build different shortlists for the same queries
Mini Study
Published November 2026
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