Meta ROAS fell without campaign changes: tracking
Most Meta ROAS drops blamed on creative or budget changes start with missed tracking or attribution issues—often invisible in the main reporting view. Ignoring the measurement layer leads to wasted time, wrong fixes, and sometimes months of lost revenue. By the end of this article, you’ll know how to systematically rule out pixel misfires, CAPI […]
meta aggregated event measurement priority wrong: fix order
If you’ve ever changed event priorities in Meta’s Aggregated Event Measurement (AEM) settings and then stared at Events Manager wondering why nothing looks different, you’re not imagining it. The interface routinely lags behind what’s actually happening on Meta’s servers, and that gap gets worse right after domain verification changes or privacy-related configuration updates — which […]
Rag over product catalog: accurate variant and attribute
Most e-commerce teams hit a wall when search or product discovery breaks down on variants and attributes — especially once a catalog grows past a few thousand SKUs. Flat keyword search, even with filters, fails to resolve a query like “blue waterproof men’s jacket, size L” into the right variant, and it rarely surfaces the […]
llms txt for ecommerce: where ai-generated copy is worth it
Most e-commerce teams overestimate how much LLMs can automate in product catalog copy and underestimate the manual checks required to avoid errors, repetition, and off-brand text. Plugging GPT-4 or similar models into your workflow isn’t a direct replacement for human writers, but it can accelerate content creation for large catalogs if you design the process […]
ai generated content seo risk for ecommerce: real ranking
AI-generated product descriptions and category pages now flood e-commerce sites, but search engines penalize thin, duplicated, or low-value content the same way they always have—regardless of whether a human or a model wrote it. Many teams assume algorithmic “AI detection” is the primary risk. In reality, Google’s longstanding filters for quality, originality, and user intent […]
Ecommerce tracking audit checklist and tools
Most e-commerce tracking audits miss critical gaps because they focus on tag presence, not on what those tags actually capture or how data flows to your ad platforms. A broken purchase event or a mismatched product ID can quietly drain your ad budget or corrupt your attribution, and you won’t notice until the numbers don’t […]
Tracking traffic from ChatGPT and AI search
Most analytics setups miss or misattribute traffic from ChatGPT and AI search tools, often lumping it under “Direct” or “Referral” without context. This blindsides teams trying to measure impact from AI-driven discovery or optimize for these new channels. Even advanced UTM tagging and referrer-based logic break down when AI interfaces strip or rewrite links, or […]
Agence tracking e-commerce : expertise et conformité
Confier son tracking e-commerce à une agence sans vérifier ses pratiques expose à des erreurs de collecte, des données inexploitables et des risques de sanction CNIL. Beaucoup se contentent d’installer des tags ou de recopier des configurations, sans réelle compréhension du data layer, du server-side tagging ou du consent mode Google. Le choix ne se […]
Consent Mode v2 mal configuré : conversions perdues
Une configuration incorrecte du Consent Mode v2 fait disparaître une part non négligeable des conversions dans Google Ads ou Analytics, même si les balises semblent déclenchées. Sur des boutiques françaises, la séquence CMP-GTM-balises rompt souvent à cause d’un chargement asynchrone ou d’un état de consentement par défaut mal géré. Beaucoup supposent que l’activation tardive du […]
Agent IA service client e-commerce : critères RGPD
Déployer un agent IA en service client e-commerce sans cadrer ses limites techniques expose à des réponses inexactes, une escalade inutile vers des humains ou la collecte de données non conforme. Beaucoup d’équipes surestiment le niveau d’automatisation possible dès l’intégration, ou sous-estiment les exigences linguistiques du marché français, notamment sur la gestion des registres et […]
