Technical infrastructure and tracking: the foundation for algorithms
Without accurate analytics, even strong creative content becomes a source of chaotic traffic. If Meta or TikTok don’t see a portion of the purchases, the algorithm trains on incomplete data, optimizes for cheap clicks or random Add to Cart actions, and increases the Customer Acquisition Cost.
The first stage of WEDEX work is an audit of tracking, Shopify Analytics, ad platforms, feeds, and budget leakage points. We check for discrepancies between CRM, Meta, TikTok, and GA4, the quality of events, attribution duplication, and the stability of Business Manager, pixels, and catalogs.
Native integration of Meta CAPI and TikTok Events API
The Meta Conversions API for Shopify allows for server-side event transmission: ViewContent, AddToCart, InitiateCheckout, Purchase, value, currency, content_ids, and identifiers for deduplication. A standard Shopify App simplifies setup, but it’s important to verify Event Match Quality, event_id consistency, and parameter completeness.
The TikTok Events API via Shopify is critical for accurate attribution of Add to Cart and Complete Payment events. When the platform receives reliable server signals, it more accurately distinguishes paying users from accidental clicks, which lowers CPA and stabilizes campaign learning.
Dynamic feed and first-party data
Catalog Sync synchronizes prices, stock levels, variations, and product statuses in Meta Commerce and the TikTok Catalog. This protects your budget from showing out-of-stock products and allows you to manage ads not only by category but also by business metrics: margin, LTV, demand, and inventory turnover rate.
Segmentation capabilities via Shopify Tags for feeds
- Custom Label product tagging: «margin», «clearance», «best-seller», «new arrival».
- Creating Lookalike audiences based on First-Party Data: customers with the highest LTV, repeat orders, or high-value orders.
- Automatic pause of ad delivery when product stock in Shopify reaches zero.
This sophisticated approach to feed architecture helps scale not just traffic, but profitable segments. This is especially important for clients with large budgets: an error in the catalog or mixing high-margin and dead-stock products quickly destroys unit economics.