Core ecommerce GEO
Automating Dimensional Fit Checks in AI Commerce
Will it fit is the whole purchase decision. How fitment-heavy stores publish dimensional truth so bots and assistants answer correctly, not confidently.
Lawrence Dauchy··10 min
Technical GEO
Auto parts fitment data for generative SEO on Shopify
How auto parts stores publish fitment data AI engines can verify: year-make-model tables, compatibility schema, and answers that prevent returns.
Lawrence Dauchy··5 min