/product-data-automation
XML feeds, CSV imports, API integrations, supplier sync, price updates, stock logic. The infrastructure that decides whether your product catalog stays current — or breaks at volume.
Most commerce problems at volume are not design problems — they’re data problems. Wrong stock, wrong price, missing image, broken feed, conflicting supplier data.
Scheduled feed pulls, delta-import logic, mapping layers, validation, dry-run modes — feeds that fail loudly, not silently.
Google Shopping feeds, Facebook catalog, marketplace exports — generated from the same source so prices and stock match across channels.
Google Sheets workflows for catalog teams, webhook-driven price updates, stock-sync scripts, automated rule engines for pricing changes.
Not case studies. Operational records of systems built for clients and ventures. Numbered, dated, signed off.
We build mapping layers that survive supplier-side changes. Validation catches breaks before they hit the store, not after.
Yes. Often the issue is not the import logic itself but the lack of validation, logging, and error visibility. Adding those costs less than rebuilding.
Yes — including chunked imports, queue-based processing, and database-level optimization. We’ve shipped feeds that handle hundreds of thousands of SKU updates per day.
The plumbing layer: feed pulls, mapping logic, validation, output to Google Shopping and marketplaces. We build product data infrastructure that fails loudly when supplier sources break — never silently.
Tell us what you are building, what is not working today and why you believe AV Group is the right partner. Strategic-fit review takes ~48h. We respond either way.
Your project request has entered review. If there is a strategic fit, we will respond with the next step.