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
Compliance & Trust
High-Assurance Generative Profiling for Tactical and LEO Commerce
In tactical and LEO commerce, compliance is the buying criterion. Here is how to make verifiable Berry and Made-in-USA claims AI-readable, without overstating.
Lawrence Dauchy··10 min
Compliance & Trust
DSGVO-konforme Kundendaten in der KI-Suche
Wer Kundendaten mit ChatGPT und Co. nutzt, braucht eine Rechtsgrundlage, einen AV-Vertrag und klare Zweckbindung. Und wer in der generativen Suche zitiert werden will, braucht genau die Vertrauensarchitektur, die die DSGVO ohnehin verlangt.
Lawrence Dauchy··4 min
Compliance & Trust
DMA Compliance and AI Search for Ecommerce
The Digital Markets Act binds Google, not your store, but it quietly redraws the EU search results your customers see: fewer self-preferenced units, more aggregators, and a different AI rollout. Here is what that means for a Shopify brand's visibility.
Lawrence Dauchy··5 min
Compliance & Trust
Does the EU AI Act really affect your AI search ranking?
"EU AI Act compliance for AI search ranking" sells a problem you mostly do not have. The Act regulates AI systems, not your store's visibility in them. Here are the real merchant duties, which are narrow.
Lawrence Dauchy··4 min
Compliance & Trust
AEO Claims Under the UK's ASA Rules
The copy that wins AI citations, superlatives, number-one claims, decisive comparisons, is exactly the copy the ASA regulates. UK merchants can keep the aggressiveness if they keep the substantiation, and the rewrite patterns are learnable.
Lawrence Dauchy··5 min
Compliance & Trust
Age-Gated Ecommerce and AI Vice Filters
Alcohol and age-gated brands assume AI engines simply refuse their category. The refusals are real but narrower than feared, and most lost visibility is self-inflicted: age gates that block crawlers and data so thin the engines assume the worst.
Lawrence Dauchy··5 min
Compliance & Trust
Shielding Your Brand From AI Eco-Washing Flags
AI engines now summarize your sustainability story and judge it against regulation and third-party evidence. Vague green claims that survived human skimming get flagged by machines. Here is the evidence architecture that keeps a D2C brand safely citable.
Lawrence Dauchy··5 min
Paid Media & CAC
GEO for CBD brands: growth where ads are banned
Paid ads are mostly closed to CBD brands: Google, Meta and most ad networks restrict or ban the category. The growth channel that remains wide open is the answer layer: AI assistants citing compliant, factual brand content. Here is the playbook within the rules.
Lawrence Dauchy··5 min
DTC Verticals
Generative brand consensus for dietary supplements
Supplement buyers ask assistants the brutal question first: which brands are actually trustworthy and which are snake oil? The answer is a consensus verdict composed from third-party testing, label accuracy and compliance posture. Here is how legitimate brands win it within FDA boundaries.
Lawrence Dauchy··4 min
AI Search Recovery
GEO for Holistic and Alternative Health Ecommerce
AI search is cautious with health products, rewarding substantiated, compliant, expert-backed content. Here is how holistic health brands get indexed and cited.
Lawrence Dauchy··4 min
Compliance & Trust
Zero-Party Data in the Post-Cookie Era of AI Commerce
As cookies fade and shoppers start in AI assistants, zero-party data becomes your most durable signal. Here is how to organize and express it for AI commerce.
Lawrence Dauchy··4 min
Compliance & Trust
EU-Based AEO Compliance for US Shopify Brands
US brands with an EU base, like an Amsterdam headquarters, can turn GDPR and EU consumer law into trust signals AI engines cite. Here is how to do both at once.
Lawrence Dauchy··7 min
Compliance & Trust
Leeftijdsgebonden producten en AI-zoeken op Shopify
Alcohol en 18-plus-producten mogen vindbaar zijn in AI, maar de verkoop vraagt echte leeftijdsverificatie. Zo scheid je vindbaarheid van compliance.
Lawrence Dauchy··4 min
Compliance & Trust
Does DSA compliance make your store easier for AI to cite?
The Digital Services Act makes you publish verified trader and policy data. That is almost exactly the data an AI engine checks before it names your brand. Build it once and serve both.
Lawrence Dauchy··7 min
Compliance & Trust
Can the EU AI Act stop AI from training on your store?
The EU AI Act changes how AI systems crawl, index and reuse your Shopify content, and it hands you a machine-readable lever over training. Here is what the rules mean for merchants and what to do about it.
Lawrence Dauchy··8 min
Compliance & Trust
Keep Private Wholesale Pages Out of AI Answers
Stop AI engines from surfacing private wholesale catalogs, drafts, and gated B2B pricing while keeping your public Shopify store fully citable. The layered fix.
Lawrence Dauchy··6 min
Compliance & Trust
Compliant White-Label and Private-Catalog D2C in AI Search
White-label and reseller D2C brands can stay citable for public products in AI search while hiding supplier identity, restricted catalogs, and MAP pricing.
Lawrence Dauchy··6 min
Compliance & Trust
Supplementenwinkel vindbaar in AI-zoeken: zo blijf je compliant
AI-zoeken is een kans voor supplementenwinkels, maar laat AI je teksten schrijven en je riskeert verboden claims. Zo blijf je vindbaar en compliant.
Lawrence Dauchy··4 min
Compliance & Trust
What Access Does an AEO Agency Need to My Shopify?
An AEO or GEO agency needs scoped, read-and-publish access to your Shopify admin, never full owner rights. Here is exactly what to grant and how to grant it.
Lawrence Dauchy··8 min
Compliance & Trust
Can a supplement brand get cited by AI without breaking the rules?
"Supports healthy sleep" is fine. "Cures insomnia" is a warning letter. Here is how Shopify supplement and health brands earn ChatGPT and AI Overview citations while staying inside FTC and FDA claim lines.
Lawrence Dauchy··7 min
DTC Verticals
AEO for vegan supplement brands: earn AI citations safely
How Shopify vegan supplement brands earn AI citations for best vegan X queries while staying inside FTC and FDA claim rules with evidence and product schema.
Lawrence Dauchy··6 min