Meta event match quality low: causes and fixes
Most e-commerce sites running Meta ads lose conversion signal and waste budget because their event match quality scores are lower than they think—even when the Events Manager shows a green checkmark. Meta’s match quality isn’t just a box to tick; it directly affects how many conversions your campaigns actually optimize for, and how much you […]
Générer des fiches produits avec l’IA SEO
Publier des fiches produits générées automatiquement sans contrôle mène souvent à du contenu dupliqué, à des descriptions génériques, ou à des erreurs qui plombent le SEO et exposent à des sanctions CNIL. Beaucoup pensent qu’il suffit de brancher une API d’IA pour obtenir des pages prêtes à ranquer : c’est faux. Sans prompts adaptés, vérification […]
Shopify app vs custom development: true cost
Stacking Shopify apps looks cheap and fast until you hit performance bottlenecks, tracking conflicts, or a monthly bill that rivals a custom build. Many teams assume apps are always cheaper and easier to manage than custom development, but app sprawl quickly erodes margins and introduces technical debt you can’t ignore. By the end, you’ll be […]
Meta CAPI for WooCommerce: plugin vs custom
Most WooCommerce stores using Meta Conversions API plugins send incomplete or poorly structured event data to Meta, which blocks accurate attribution and limits campaign optimization. Off-the-shelf plugins rarely handle advanced event mapping, deduplication, or custom parameters well, and their default privacy controls are often misaligned with state-level requirements like CCPA. Relying on plugins leaves gaps […]
Duplicate purchase events in Meta Pixel and CAPI
Most e-commerce teams running both Meta Pixel and Conversions API see inflated purchase numbers in Ads Manager, then discover Meta’s deduplication isn’t automatic or foolproof. Double-counting happens when the same purchase fires both browser and server events, but the required event_id parameter is missing, mismatched, or inconsistently generated. Many assume Meta always merges these events, […]
IA et RGPD : conformité des données clients en e-commerce
Envoyer des données clients à une solution d’IA hébergée hors UE sans vérifier la conformité du transfert expose à des sanctions immédiates de la CNIL. Beaucoup pensent qu’un fournisseur affichant « GDPR compliant » suffit, mais la localisation précise des traitements, la qualification des sous-traitants et la documentation contractuelle restent incontournables. Vous saurez précisément quelles […]
AI product tagging and attribute enrichment
Most e-commerce teams rely on vendor feeds, manual tagging, or legacy rules engines for product attributes—then wonder why merchandising logic breaks, search results frustrate customers, or filters miss obvious matches. AI-powered product tagging and enrichment solve these failures at scale, but only if you understand how to evaluate, deploy, and validate the models behind them. […]
Meta CAPI ne remonte pas les achats : causes
Un achat validé sur votre site n’apparaît pas dans les rapports Meta, alors que les autres événements (PageView, AddToCart) remontent bien via Conversions API. Dans la majorité des cas, l’origine du blocage se situe dans la chaîne technique entre le back-end, le consentement utilisateur et la configuration Meta. Supposer que l’API remonte systématiquement tous les […]
Measure AI chatbot ROI: events tied to revenue
Most AI chatbot ROI calculations fall apart because they skip the basics: tracking the right actions and tying them to concrete business outcomes. The usual approach—comparing chatbot subscription cost to a rough estimate of “conversions influenced”—misses most of the value and risk. If you don’t know exactly which chatbot interactions drive revenue, you can’t optimize […]
Post-purchase surveys: attribution vs analytics guide
Teams who treat post-purchase survey results and analytics attribution as interchangeable end up with skewed budgets and misleading channel reports. A conversion path in Google Analytics or your ad platform rarely matches what customers self-report, and the gaps leave you guessing which source to trust. These aren’t rival systems—they measure different things, with different blind […]
