ads-server-side-trackinglisted
Install: claude install-skill shenxingy/Clade
# Server-Side Tracking Pipeline Audit
Audits the entire server-side measurement pipeline that backs every paid
channel's modeled conversion data. Without server-side tracking in 2026,
expect 30-40% conversion data loss from iOS ATT, ITP, and aggressive ad
blockers — that's the gap between what's actually happening and what your
bid algorithms can see.
This sub-skill is technical and deep. It's NOT the same as `ads-attribution`,
which audits the *attribution model* sitting on top of these events.
## Process
1. Collect server-side stack inventory: sGTM container info, Meta CAPI
integration method (Gateway / direct / partner integration), event
schema documentation, hosting infrastructure (Cloud Run / GCS / AWS)
2. Read `ads/references/conversion-tracking.md` for cross-platform baseline
3. Test event flow: trigger known events → verify they appear in BOTH
client-side (Pixel Helper / Tag Assistant) AND server-side (Events
Manager test events / GA4 DebugView)
4. Audit deduplication, hashing, and parameter completeness
5. Score health PASS / WARNING / FAIL per surface
6. Generate findings report
## What to Analyze
### Server-Side Google Tag Manager (sGTM)
- **sGTM container deployed** — hosted on Cloud Run, GCS, App Engine, or
custom infrastructure. Self-hosted preferred over Google-managed for cost
and data residency
- **Custom domain configured** (`tags.example.com`) — first-party domain
avoids ITP / ad-blocker blocking that hits googletagmanager.com
- **