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 read
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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
AI Search Recovery
Algorithmic Collisions: Untangling Your Brand in AI
When models merge you with a same-named stranger, every answer becomes a composite. The entity anchors, conventions, and monitoring that separate you.
Lawrence Dauchy··10 min
Multimodal & Voice Search
Circle to Search: Optimizing Products for the Gesture
One gesture turns anything on screen into a product search. How to win matches from video frames and screenshots, and resolve them to your listing.
Lawrence Dauchy··10 min
AI Search Recovery
Get AI Answers to Link Your Store, Not Amazon
The assistant recommends your product and links the marketplace. The parity audit, entity work, and direct-only evidence that flip the URL to your store.
Lawrence Dauchy··10 min
AI Search Recovery
Is ChatGPT Taking Your Ecommerce Search Traffic?
Partly, unevenly, and diagnosably. How to decompose the decline by query class, measure the answer layer, and compete where the demand actually went.
Lawrence Dauchy··10 min
Omnichannel & Local
Wine DTC in Conversational AI Search: The Playbook
Age gates hide wine catalogs from the systems that recommend wine. The crawler fix, per-state shipping truth, and vintage-entity work that win the answer.
Lawrence Dauchy··10 min
Brand Defense
Fixing 404s From ChatGPT Memory and Old AI Links
AI links age in private: saved threads and memory resurface dead URLs for months. The log audit, redirect map, and persistence rules that stop the bleed.
Lawrence Dauchy··10 min
Brand Defense
Crisis Control: False Counterfeit Claims in AI Answers
When assistants hedge that your authentic products might be fake: the detect-diagnose-counter-escalate playbook and the evidence stack that ends it.
Lawrence Dauchy··10 min
Multimodal & Voice Search
Meta Smart Glasses: Visual AEO for Your Catalog
Hey Meta, what am I looking at? How glasses-initiated queries identify, resolve, and recommend products, and the catalog and imagery work that wins them.
Lawrence Dauchy··10 min
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Core ecommerce GEO 55 posts AI Search Recovery 43 posts Multimodal & Voice Search 48 posts Omnichannel & Local 44 posts Brand Defense 59 posts Marketplace Defense 18 posts Compliance & Trust 39 posts B2B & Wholesale 35 posts DTC Verticals 97 posts Agentic Commerce 28 posts Conversion & Checkout 54 posts GEO Services & Audits 22 posts Technical GEO 125 posts Multilingual GEO 30 posts Paid Media & CAC 34 posts Enterprise Strategy 32 posts
