Case study
🛍️ E-commerce & D2C
Win AI shopping recommendations
Product recommendations in AI answers are the new shelf placement.
The challenge
Why e-commerce & d2c brands lose in AI
- → Product pages image-heavy, low extractable text
- → Amazon dominates recommendation prompts
- → Ingredient knowledge not structured
- → On-site reviews don't influence AI
Our approach
GEO tactics that work
- → Product pages with Product schema
- → Ingredient glossaries
- → Comparison vs. mass-market alternatives
- → Trustpilot and Google Reviews optimization
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