Traffic attribution in ecommerce: networks, search, social, AI-referrer
You spend on five ad networks and organic search, but checkout only shows "direct." Without source data, you cannot kill losing angles on live traffic.
What this is
NitroCart records traffic sources in Traffic → Visitors: roughly fourteen ad networks plus search, social, and AI referrers. Attribution stays on your VPS — no third-party pixel required for basic source breakdown.
How it works in NitroCart
- Traffic → Visitors: daily and weekly breakdown by network, search, social, AI.
- UTM support: standard campaign parameters flow into visitor records.
- Per-install data: each VPS keeps its own attribution database.
- Checkout context: see which sources reached payment, not just landing page hits.
Who it is for
- Media buyers comparing network ROI on the same offer.
- Affiliates running parallel creatives who need source-level stats.
- Store owners who want attribution without a separate analytics SaaS.
Workflow
- Launch the store with Render setting set to your test format.
- Send tagged traffic from each network with UTMs.
- Open Traffic → Visitors after the first day of spend.
- Compare conversion paths by source before scaling budget.
- Pair with Traffic Filter if junk sources pollute checkout.
FAQ
Do I need Google Analytics?
Built-in Visitors covers core ad networks; add pixels in custom HTML if you need deeper funnels.
Does attribution work on landing format?
Yes — all four formats log visitors the same way.
Can I export visitor data?
Data lives in your database on the VPS; use admin exports or direct DB access.
Next: Store engine for media buyers: test offers, keep the stack, Traffic-quality filter before checkout, From click to Telegram: ops without living in admin.