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E-commerce
Shoppers ask AI for product recommendations, brand comparisons, and reviews before buying. AI visibility directly drives revenue.
45%
of online shoppers use AI for product research
3.7x
more revenue from AI-recommended products
AI Challenges
- 1AI recommends competitor products in "best X for Y" queries
- 2Product features and reviews aren't surfaced in AI answers
- 3Brand story and differentiators are lost in AI-generated comparisons
Our Approach
- 1Product + Review schema for rich AI-ready product data
- 2Category authority content targeting "best product for" queries
- 3Brand entity optimization for consistent AI representation
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