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
AI Search Recovery
Collection Re-Styles Without Losing AI Visibility
Seasonal catalog turnover reads as amnesia to AI engines. The skeleton-and-skin architecture that lets fashion brands re-style without resetting trust.
Lawrence Dauchy··10 min
Omnichannel & Local
Predictive Delivery Meets LLM Shopping Prompts
Deadline prompts filter stores by readable delivery promises. How D2C brands publish shipping truth, schema plus quotable cutoffs, and win urgent queries.
Lawrence Dauchy··10 min
Multimodal & Voice Search
Spatial Commerce AEO: Indexing USDZ and glTF Files
3D product files are becoming discovery assets, not just AR previews. How to publish, declare, and verify USDZ and glTF so spatial surfaces can use them.
Lawrence Dauchy··10 min