Restructuring ad accounts by intent to scale budget without diminishing returns.

How a direct-to-consumer brand cut cost per acquisition by 34% and grew paid revenue by restructuring campaigns around buyer intent rather than broad product targeting.

Client: D2C E-Commerce Brand

-34%

CPA reduction

+41%

Paid revenue

+2.1×

ROAS improvement

THE_STORY

Challenge

The brand had accumulated a layered account structure across Google and Meta that mixed prospecting and retargeting audiences, product categories at different price points, and broad match terms that absorbed budget without returning proportional revenue. Scaling spend in that structure reliably drove up cost per acquisition — every attempt to push volume degraded efficiency. The client needed a way to grow paid revenue without the CPA penalties that had previously accompanied budget increases.

Approach

FoundHive audited the existing account structure and identified three structural problems: audience overlap between prospecting and retargeting campaigns, product groups that bundled high-margin and low-margin SKUs without separation, and keyword match types that were too broad to control intent. The restructure separated campaigns by intent stage — cold prospecting, warm remarketing and high-intent branded search — and split product groups by margin contribution. Bid strategies were then set to optimize against contribution-weighted conversion goals rather than raw volume.

What FoundHive managed

Google Ads and Meta Ads account audit and restructure
Audience segmentation by intent stage (cold, warm, high-intent)
Product-group separation by margin contribution
Bid strategy alignment to contribution-weighted conversion goals
Ongoing CPA and ROAS monitoring against restructure benchmarks

The signal

Budget increased during the restructure period. CPA fell anyway. The efficiency gain was therefore structural, not a consequence of spending less.

THE_OUTCOME

Results

Metric	Result	Context
Cost per acquisition	-34%	Post-restructure versus prior six-month average
Paid revenue	+41%	Post-restructure versus prior six-month average
ROAS	+2.1×	Blended account ROAS, post-restructure
Prospecting CPA	-28%	Cold audience campaigns, post-restructure
Retargeting ROAS	+3.4×	Warm audience campaigns, post-restructure
Budget	Increased	Spend grew during the restructure period

Why it matters

The result matters because it separates two things that are often conflated: more spend and better performance. The brand had previously found that scaling budget worsened efficiency. The restructure reversed that relationship — more budget produced better CPA because the account was now directing spend to audiences and products where it could work hardest. That is a structural change, not a media trick.

CASE_STUDY_TAKEAWAY

Restructuring the account by intent and margin turned a scaling problem into a growth lever — CPA fell 34% even as budget increased.

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