Your Meta campaign lifts Google branded search. Your TikTok virality drives Amazon sales. Attribution tools miss all of it. Prescient AI measures the exact spillover revenue between every commerce channel, updated daily.
The status quo
A customer sees your Streaming TV ad, searches your brand on Google the next day, and buys on Amazon a week later. Attribution gives 100% credit to the last touchpoint. The channel that started the journey? Zero credit. The revenue it generated on other platforms? Completely invisible.
The result?
Up to 40%
of a channel's total value comes from halo effects on other channels
0%
is what attribution tools measure of cross-channel lift and spillover revenue
Millions
in hidden revenue goes unmeasured, and gets cut in the next budget cycle
The paradigm shift
Prescient AI's halo effect measurement decomposes every channel's revenue into base (direct) and halo (spillover) components. See the full revenue picture (direct plus halo effects) across Shopify, Amazon, TikTok Shop, and retail. Not just where the last click happened, but where the demand actually originated.
Capabilities
Every channel generates two types of revenue: direct conversions it drives on its own platform, and spillover revenue it creates on other commerce channels. Prescient decomposes both, so you finally see each channel's true total impact.
Don't just know that halo effects exist. See exactly where the revenue lands. Prescient maps each source channel to its revenue destinations: what percentage flows to TikTok Shop, Shopify, Amazon, and offline channels. Real data from your brand, not industry averages.
Streaming TV and social awareness campaigns always look bad in last-click attribution. But they generate massive halo effects, lifting branded search, direct traffic, and conversions across retailers. Prescient gives you the hard numbers to prove it.
Only direct last-click conversions counted
Direct ROAS only
Total impact (+ halo)
Stop making budget decisions based on incomplete data. When you optimize for total impact (direct revenue plus halo), channels like CTV and TikTok get the budget they deserve, and your overall revenue goes up without spending a dollar more.
Results
When you measure halo effects, channels that looked mediocre become your biggest growth drivers.
40%+
avg hidden revenue uncovered
90%+
model accuracy
0
engineering effort
“We trust Prescient implicitly with our media strategy. Their insights into measurement and optimization are invaluable, and their dedication to learning our business ensures that every recommendation helps us scale effectively at the top of the funnel.”
“With Prescient's guidance, we implemented MMM to explore and expand into new TOF channels, including podcasts. The daily insights at the campaign level gave us confidence to scale effectively and achieve measurable growth.”
“The support we get from Prescient goes above and beyond. They're not only a resource but a strategic partner who genuinely cares about our success, helping us integrate MMM insights into our workflow smoothly.”
“Our founder was blown away when I walked him through the platform… It's amazing. So so useful.”
“There is no other tool out there that can help me validate TV.”
Why Prescient
| Attribution tools | Manual analysis | ||
|---|---|---|---|
| Halo effect measurement | Partial | ||
| Online and offline visibility | |||
| Update frequency | Daily | Real-time (biased) | Ad hoc |
| Actionable recommendations | Sometimes | ||
| Requires data team | No | No | Yes |
FAQ
Halo effects are the spillover revenue that one marketing channel generates on another. For example, a TikTok awareness campaign may drive branded search on Google, or a Streaming TV ad may lift Amazon sales. These cross-channel effects are invisible to last-click attribution but represent real, measurable revenue that should inform your budget decisions.
Prescient AI uses a mechanistic media mix model that decomposes each channel's revenue into base (direct) and halo (spillover) components. The model traces how spend on one channel lifts conversions across other channels and revenue destinations, including Shopify, Amazon, and TikTok Shop. It updates daily with fresh data, so your halo measurements always reflect current performance.
Upper-funnel channels like Streaming TV, Meta awareness campaigns, and TikTok typically generate the highest halo effects. They drive branded search, direct traffic, and cross-retailer conversions that attribution tools credit to other channels. But the exact mix varies by brand. Prescient shows you your specific halo breakdown so you can invest accordingly.
Yes. Prescient AI maps halo effects across revenue destinations including Shopify, Amazon Selling Partner, and TikTok Shop. You can see exactly how much spillover revenue each channel generates on each retailer. For example, Streaming TV drives 46% of its halo revenue to Amazon and 39% to TikTok Shop.
When you account for halo effects, channels that look mediocre on direct ROAS often become your highest-impact investments. Brands that optimize for total impact (direct + halo) typically uncover 40%+ in hidden revenue and make fundamentally different budget allocation decisions, shifting spend toward channels that amplify the entire funnel.
Halo effect data is available within 1–2 weeks of connecting your data sources. The model updates daily, so your halo measurements always reflect your most recent spend and performance, not outdated quarterly snapshots. No data team required to get started.
Still have questions?
Book a 30-minute call. We'll show you your brand's halo effects breakdown and walk through the platform live.
Book a demo2x
Avg. ROAS improvement
Daily
Model updates
$6.6B+
Ad spend measured
1–2 wks
Time to value
In your demo, we'll run a custom halo analysis on your brand, showing you exactly which channels create hidden revenue on other platforms and where budget is being underallocated.
Book your demo30-minute call · Custom halo analysis included · No commitment required
