The functional boundaries separating media buying, storefront management, and influencer marketing have eroded. The table below traces the platform's infrastructure maturation over the past two years:
| Operational Dimension | Legacy Structure (2024, 2025) | Current Infrastructure (2026) |
|---|---|---|
| Catalog Latency | 3, 12 hour batch feeds; frequent oversell issues | Real-time webhooks; synchronized under 120 seconds |
| Tracking & Attribution | Fragmented pixel cookies; estimated attribution windows | Closed-loop GMV tracking + Conversions API (CAPI) v3 |
| Agency Asset Sharing | Account-level user invitations; shared direct logins | Scoped Business Center ID pairing with strict role fences |
| Merchant Liability & Risk | Unprotected account balances; manual dispute filings | Automated merchant insurance & asset-freeze protection |
| Creator Collaboration | Manual Spark Ad codes exchanged via direct message | Direct Creator Marketplace contract & commission sync |
