Campaign duration: October 24th 2024 - April 30, 2025
Active shoppers at retail locations selling Just Food For Dogs (last 30 days)
Purchased competitor brand product in last 30 days
Northern & Southern California
Must be >$200k
Increase awareness of Just Food For Dogs among pet owners & conquest competing brands
Drive online sales and acquire new customers through an OmniChannel Campaign anchored by CTV
Support retail presence in major California markets.
Online Focus and E-Commerce Performance/Digital Team Support
Budget adjusted to now 40% of spend - focused on high-intent visitors, excluding known buyers
Removed the terrestrial shopper targeting layer that directly supported retail traffic at stores that sell JFFD
Reallocated to better performing formats
Prospecting refined to top-performing DMAs: LA, San Diego, SF
Objective: Secure increased D2C budget by demonstrating digital efficiency
We've discovered a game-changing approach to lower customer acquisition costs while driving predictable revenue growth through Behavioral Online Targeting.
Incrementality measures the true impact of advertising by comparing test and control groups.
Incrementality = (Test conversion rate - Control conversion rate) / Control conversion rate
"Attributed" visits become the "Test" group. "Holdout" (Raw - Attributed) becomes the "Control" group.
Test group: .94% conversion rate
Control group: 0.65% conversion rate
(.94% - 0.65%) / 0.65% = +45.30%
Prospecting shows +45.30% incremental lift
Test group: 1.73% conversion rate
Control group: 0.64% conversion rate
(1.73% - 0.64%) / 0.64% = +171.97%
Behavioral Targeting shows +171.97% incremental lift
Audience performance data
Cost Per Incremental Order
From Behavioral Online Targeting
Prospecting + Behavioral Online Targeting
More resources to high-performing channels
Refine for bottom-funnel efficiency
Amplify success with increased budget
Starting point for optimization
Behavioral strategies improve efficiency
Full alignment with purchase intent
Achieving JFFD CAC goals


CTV ad spending in the US will reach $32.6B in 2025. This represents dramatic growth of 18.8% year-over-year.
The market has nearly doubled since 2021 levels. New ad tiers, interactive formats, and expanding inventory drive this surge.
By 2026, US adults will spend 20% of daily media time on CTV apps. The growing disparity between viewer attention and ad dollars continues to widen each year.
According to MediaRadar, The Farmer’s Dog spent over $100 million on digital and national TV advertising in the past year, reflecting a significant increase from their estimated $40 million spend in 2023. This substantial investment underscores their commitment to channels like Connected TV (CTV) to drive brand awareness and customer acquisition Freshpet also continues to invest heavily in streaming.
JFFD Digital Efficiency and Optimization: A Path to Lower CAC