Pipeline & community

Affiliate posts don't just drive Shop GMV — and now you can prove it.

Cruva measures the lift creator content creates across branded search, paid ad ROAS, organic site traffic, and direct conversions. The 47% of affiliate value that's invisible to TikTok Shop reporting — finally visible, finally defensible.

+47%
Avg. attributed lift
4 channels
Cross-attribution
Defensible
For finance
app.cruva.com/reports/halo
Halo Effect
📅 Apr 4 – May 3, 2026
TikTok GMV
$1,162,169
TikTok Views
20,703,252
Halo Correlation
47%
TikTok views ↔ off-platform revenue
Est. Halo Revenue
$842K
Views-attributed off-platform $
Halo RPM
$0.04
Off-platform $ per 1K views
Halo Multiplier
1.72×
Off-platform $ per $ of TikTok GMV
Revenue & Views
≡ Customize · All Products ▾
0%25%50%75%100%04-0404-1004-1604-2204-2804-33
Amazon Revenue
Shopify Revenue
TikTok GMV
TikTok Views
Why teams use it

Built for the way your team actually runs Halo Reporting.

The full picture, not the in-app one.

TikTok Shop tells you what converted in TikTok Shop. Cruva tells you what creator content lifted across every other channel — and how much of your growth is actually affiliate-driven.

Defensible attribution.

Lift modeling tied to creator post timing and audience reach — not last-click cookies. The kind of attribution your finance team will sign off on.

Per-creator halo.

See which creators move the needle on branded search, ROAS, and direct — not just which ones drive in-app GMV. Reward the ones who make everything else work harder.

How it works

From input to outcome in 3 steps.

STEP 01

Connect your downstream channels.

Hook up Google search, paid ad platforms, and your site analytics. Cruva pulls baseline and post-period data automatically.

STEP 02

Cruva models the lift.

Posts are matched against channel timing and audience to surface incremental contribution above baseline — at the campaign level and the per-creator level.

STEP 03

Report up and across.

Export-ready dashboards for finance, leadership, and channel owners. Affiliate stops being a black box and starts being a defensible line item.

Deep dive

Everything you'd expect, plus a few you wouldn't.

Why this matters

The data your CFO actually wants.

Affiliate GMV in TikTok Shop is real, but it's a fraction of the value creator content drives. Halo reporting closes the gap between what shows up in TikTok Shop and what actually moves your business — so affiliate budgets get defended, not cut.

  • Branded search and direct lift tracked
  • Paid ad ROAS uplift on creator-touched audiences
  • Per-channel and per-creator breakdowns
  • Export-ready for finance and leadership
app.cruva.com/pipeline
Pipeline
791 creators · last 30 days
Contacted
412
Replied
184
Sample sent
96
Posted
71
Repeat
28
Creator
Stage
Activity
30d trend
Lift
TB
@tiffany.brookeL4
Unhinged wife, mom, photographer
Posted
4 posts · 60d
+34%
I
@ianaleyL3
Beauty + skincare
Sample sent
1 post · 14d
+18%
X1
@xojenny_14L3
SAHM of 3
Repeat
7 posts · 90d
+72%
MG
@maeve.glowL2
Wellness + clean beauty
Overdue
0 posts · 21d
+5%
Questions

About Halo Reporting.

Is this real attribution or modeled?
Both. Cruva combines deterministic signal (UTMs, branded search match, on-platform conversions) with lift modeling against baseline periods so you get a defensible incremental contribution number.
What integrations are required?
At minimum, your TikTok Shop seller account and a destination analytics tool (typically GA4 or your warehouse). Paid ad platforms and Google Search Console are optional but improve the model.
How long until the model is reliable?
Most accounts have a working halo report within a few weeks of activity. Confidence improves as creator volume grows and seasonal baselines settle.

Stop chasing creators one at a time. Build an affiliate engine that scales.

Cruva helps your team discover better creators, automate the busywork, track every sample and post, and grow TikTok Shop affiliate GMV from one platform.

Official TikTok Shop Partner