Case Study
19% more Meta revenue on 31% less ad spend
Growing holiday sales through product ads and customer value analysis.
Four15 helped a specialty gifts retailer increase Facebook-attributed revenue from $233,032 to $276,953 in Q4 2022 while reducing Facebook spend from $63,609 to $43,987. Reported purchases increased 30%, and return on ad spend rose from 3.66× to 6.30×.
The work combined dynamic product ads, Advantage+ Shopping, customer lifetime value analysis and a campaign calendar built around Jewish holidays. For a retailer whose peak shopping periods move each year, understanding when demand would rise (and when it would fall) was central to how we managed spend.
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Facebook Ads
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Q4 2021
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Q4 2022
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|---|---|---|
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Attributed revenue
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$233,032
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$276,953
|
|
Ad spend
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$63,609
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$43,987
|
|
Reported purchases
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2,687
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3,505
|
|
Return on ad spend
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3.66x
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6.30x
|
|
Cost per purchase
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$23.67
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$12.55
|
Source: Q4 2022 QBR, Facebook channel summary. These are platform-attributed results, not total store revenue or a profit calculation. Both quarters fall within the engagement.
The relationship began in March 2021 with an existing Shopify store and active advertising. The early notes describe campaigns already performing reasonably well, alongside opportunities to improve product segmentation, consolidate brand targeting, review feeds and develop more evergreen creative. Four15’s task was to build on that base and create more control over where the budget went.
The supplied audit later identified further opportunities: converting search queries that had not been added as keywords, incomplete Performance Max assets, limited ad variations and remarketing audiences combined despite different levels of purchase intent. These findings supported a more deliberate approach to products, creative and the customer journey.
The team also looked beyond ad-platform totals. A July 2022 business review identified weaker new-customer acquisition, inconsistent analytics tagging and products that had lost sales. That work helped separate real business changes from reporting changes and sharpened the focus on attracting valuable buyers.
Dynamic product ads became the strongest Facebook format in the Q4 report. They generated approximately $241,179 in attributed revenue on $35,949 in spend, a 6.71× return. That represented about 87% of the Facebook revenue in the creative-format table. Holiday collections and product-specific groupings gave the team a way to match ads to what shoppers were looking for.
The Hanukkah product ad alone recorded $137,162 in attributed revenue on $17,221 in spend during November-December 2022. Advantage+ Shopping also became a meaningful contributor: the QBR screenshot records 1,061 purchases, approximately $80,068 in attributed value and 7.64× ROAS. These are overlapping views of the same channel’s activity, not additional revenue to add to the headline.
Four15 analyzed customer and product lifetime value, then used high- and lower-value product groupings in Google and Facebook campaigns. The aim was to make acquisition decisions with a better understanding of what customers could be worth beyond their first order. The notes document ongoing maintenance of those groups, including correcting lower-value products appearing in a high-value campaign.
The team also examined SMS subscribers and repeat purchasing. That analysis informed giveaway tests and retention opportunities. It connected advertising decisions to customer economics while giving the client concrete questions to investigate about first-order value and future purchases.
The team used prior holiday performance, Google Trends and Jewish-calendar comparisons to anticipate shopping demand. Campaigns, product collections and promotional assets were updated for pre-sales, peak shopping and post-holiday clearance. As purchase intent fell near the holiday, budgets and bids were reduced rather than continuing peak-season spending.
Search work prioritized relevant commercial queries and stronger product demand. The team added high-value converting terms, reviewed product-feed eligibility and tightened spending where returns weakened. Google’s Q4 ROAS improved from 2.52× to 5.21× with substantially lower spend, although its attributed revenue also fell. The Meta result is the clearer revenue-growth story.
The newer notes show continued work on Passover product ads, creative refreshes, personalized products and campaign structure. The team reviewed which products appeared in each campaign, tested new approaches and adjusted ROAS targets to balance efficiency with volume. The later Facebook comparison shows that stronger results extended beyond the Q4 holiday period.
The March 31, 2023 notes reported Facebook revenue of $164,530 versus $113,109 in the prior year’s holiday-aligned 30-day comparison, a 45% increase. Spend fell 18%, from $16,630 to $13,572, while reported ROAS rose from 6.80× to 12.12×. This provides a second documented period of Meta revenue growth with lower spend.