Your Meta ads drive Amazon sales. Your TikTok campaigns lift retail. Your brand spend creates a rising tide across every channel. But your measurement treats each one as an island, so you're making budget decisions based on a fraction of the picture.
The status quo
Your brand runs a major Meta campaign. DTC sales go up 15%. But Amazon sales also spike 22% that same week. Retail sell-through jumps. Was it the Meta campaign? Seasonality? A competitor's stockout? You'll never know because your Shopify analytics, Amazon Seller Central, and retail reporting live in completely different worlds.
The result?
Invisible ROI
Channels that drive massive halo effects get underfunded because their impact only shows up in other channels' dashboards
Cannibalization fears
You can't tell if growing DTC is stealing from Amazon or if both are growing from shared marketing lift
Budget wars
Each channel team fights for budget using their own data, and nobody has the full picture to arbitrate
The paradigm shift
Prescient's MMM measures the total impact of your marketing across DTC, Amazon, retail, and wholesale simultaneously. See halo effects: how Meta ads lift Amazon, how brand spend drives retail. Then allocate budget based on total business impact, not channel-level vanity metrics.
Each channel lives in its own analytics silo. Shopify doesn't know about Amazon, Amazon doesn't know about retail. Prescient ingests data from all of them: DTC, Amazon Seller Central, retail POS, and wholesale. One model measures the total impact of each marketing investment across all revenue streams.
TOTAL BLENDED ROAS
3.8x
CHANNELS
4
Meta Ads · Halo breakdown DTC Amazon You suspect cross-channel effects exist but can't prove them. Prescient's halo effect measurement quantifies how each marketing channel lifts sales in other channels. See that your Meta spend is driving 30% of its impact through Amazon and 18% through retail. See that brand TV is lifting DTC conversion rates. Finally have the data to prove what you've always suspected.
Budget optimization that ignores cross-channel effects leaves money on the table. Prescient's optimization engine accounts for total business impact, including halo effects, when recommending budget changes. It might recommend increasing TikTok spend even if DTC-only ROAS looks low, because the Amazon and retail halo effects make it your most efficient channel overall.
Meta$120K$105K
TikTok$40K$75K
Google$140K$95K
Brand TV$0$25KThe omnichannel tax you're already paying
Most brands selling across multiple channels are unknowingly over-investing in channels with low halo effects and under-investing in channels with high ones. The math is simple: if your Meta campaigns drive 30% of their impact through Amazon and retail, and your measurement only sees the DTC portion, you're systematically undervaluing your best marketing.
The brands that measure total impact don't just get better data. They make fundamentally different budget decisions, and they outperform competitors still stuck in channel silos.
WITHOUT CROSS-CHANNEL MEASUREMENT
Your TikTok DTC ROAS is 1.8x. You cut budget by 40%. Two weeks later, Amazon sales drop 25% and retail reorders slow. Nobody connects the dots. The marketing team blames seasonality. The Amazon team blames algorithm changes. The budget stays cut.
WITH PRESCIENT
You see that TikTok's total ROAS is actually 4.1x when you include Amazon and retail halo effects. Instead of cutting, you increase spend. DTC, Amazon, and retail all grow together. Your CMO presents unified results to the board with data, not gut instinct.
2x
Avg. ROAS improvement
Daily
Model updates
$6.6B+
Ad spend measured
3+
Revenue channels per brand
“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.”
| Prescient AI | Channel-level analytics | Manual attribution | |
|---|---|---|---|
| Measures DTC + Amazon + Retail together | Spreadsheet effort | ||
| Quantifies cross-channel halo effects | |||
| Daily model updates across all channels | Real-time (per channel) | Monthly at best | |
| Optimization including total business impact | |||
| No pixel/tag dependency | Pixel-dependent | ||
| Time to unified view | 1-2 weeks | N/A (no unified view) | Months |
Prescient AI plugs into 112+ platforms across paid media, retail, CTV, and analytics, so your marketing mix model sees the full picture from day one.
Prescient measures marketing impact across DTC (Shopify, BigCommerce), Amazon (Seller Central, DSP), retail (POS and sell-through data), and wholesale channels. All revenue streams are modeled together so you can see the total impact of each marketing investment, including cross-channel halo effects that traditional analytics completely miss.
Prescient's marketing mix model ingests revenue data from all your sales channels simultaneously and measures the statistical relationship between marketing spend and sales lift across channels. For example, the model can quantify how much of your Meta ad spend's impact shows up as Amazon revenue versus DTC revenue, giving you a complete picture of each channel's true ROI across your entire business.
Yes. Prescient models Amazon advertising (Sponsored Products, DSP) and DTC marketing channels independently while measuring their cross-channel effects. You can see how your Meta campaigns lift Amazon organic sales separately from how Amazon Sponsored Products drive Amazon revenue. This prevents double-counting and gives you clean attribution across channels.
You can start with DTC measurement and add channels as you expand. Prescient's model adapts as you grow. Once you have enough data from a new channel (typically 8-12 weeks), we incorporate it into the unified model. Many brands start DTC-only and add Amazon or retail measurement as those channels scale.
Prescient complements your existing tools rather than replacing them. Your Shopify analytics, Amazon Seller Central, and retail reporting continue to provide channel-level operational data. Prescient adds the cross-channel measurement layer that none of those tools can provide individually, showing you how marketing investments drive results across all channels simultaneously.
You don't need perfect data from every channel on day one. Prescient can begin modeling with the channels where you have strong data and incorporate additional channels as data quality improves. Our onboarding team helps identify data gaps and works with you to get the most accurate cross-channel view possible within 1-2 weeks.
Still have questions?
Book a 30-minute call. We'll show you how cross-channel measurement works for your specific channel mix and revenue model.
Book a demoOmnichannel
Omnichannel brands lose visibility every time a customer moves from seeing an ad to buying in a physical store. Here's how retail halo effects close that gap.
Omnichannel
Halo effects reveal the revenue your campaigns drive beyond the click. Here's why measuring them is essential, not optional, for smart budget decisions.
Omnichannel
A retail media network lets brands buy ad space on a retailer's own site, app, and stores. Here's how they work, who the top players are, and how to choose one.
2x
Avg. ROAS improvement
Daily
Model updates
$6.6B+
Ad spend measured
1-2 wks
To unified view
In your demo, we'll show you how Prescient measures total business impact across DTC, Amazon, and retail. You'll also see how halo effect tracking changes the way you allocate budget.
Book your demo30-minute call · Cross-channel walkthrough · No commitment required
More from Prescient
