🛍️ 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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