MEASUREMENT
80% of influencer marketing impact is invisible to standard tracking. Dark social, DM conversions, and AI-driven discovery don't show up in your dashboard — but they're driving your sales.
of influencer marketing impact is invisible to standard attribution tools
of all web traffic originates from dark social (private sharing)
more likely to convert when a friend shares content via DM vs seeing an ad
THE ATTRIBUTION PROBLEM
Standard attribution only captures the last click. But the path to purchase in 2026 is a conversation — it starts with a creator video, travels through DMs and WhatsApp groups, resurfaces as a search, and converts on the website. Most of that journey is invisible to your current tools.
WHAT STANDARD TOOLS TRACK
Last-click attribution
Only the final touchpoint before purchase
Link clicks from bio/swipe-up
Misses 90%+ of content-driven traffic
Promo code redemptions
Only captures buyers who remember the code
UTM-tagged traffic
Dark social strips UTM parameters
WHAT ACTUALLY DRIVES SALES
Dark social shares (DM/WhatsApp)
84% of all web traffic — invisible to analytics
Social search discovery
Buyer finds creator video, searches brand name
AI recommendation
ChatGPT/Perplexity recommends brand based on content
On-site UGC conversion
Creator video on product page removes final doubt
Brand search lift
Creator content drives branded search volume
OUR APPROACH
We measure the full loop — not just the last click. Every stage of the TrustLoop has its own signal, and we track all of them.
STAGE 01
Did the content earn genuine trust signals, or just impressions?
STAGE 02
Is the content spreading through private channels?
STAGE 03
Is the brand appearing when buyers search?
STAGE 04
Is the on-site UGC removing final purchase doubts?
STAGE 05
Is the whitelisted organic content outperforming brand ads?
STAGE 06
Is the TrustLoop compounding over time?
TIKTOK SHOP & CROSS-CHANNEL ATTRIBUTION
The most strategically significant aspect of TikTok Shop — and the most systematically undervalued — is the cross-channel demand spillover. Brands measuring TikTok performance only through in-app sales data are making incorrect budget allocation decisions.
MONTHLY SPEND
MEASURED REVENUE
APPARENT ROAS
TRUE ROAS
$8,000
TikTok alone (typical brand view)
$12,000
in-platform only
1.5×
1.5×
same — missing the halo
$8,000
TikTok + cross-channel halo
$28,000–$40,000
full cross-channel picture
1.5×
what you see
3.5–5×
what's actually happening
Amazon branded search increase within 60 days of TikTok activity
When you create demand on TikTok, consumers search for your brand on Amazon. The attribution lag is 5–14 days — brands that pause TikTok see corresponding drops in Amazon sales.
physical retail visit uplift vs other media channels
TikTok-driven demand doesn't stay on TikTok. It flows into every channel where your brand exists — including physical stores. This is structural, not correlation.
attribution lag between TikTok activity and cross-channel conversion
Standard analytics windows miss this entirely. Brands optimising on 7-day attribution are systematically undervaluing their highest-ROI channel and underinvesting accordingly.
MEASURE WHAT MATTERS
We'll audit your current influencer measurement framework and show you exactly what you're missing — and what it's costing you.
Get Your Free Social Search Audit →