E-commerce -- Scale

Scale E-commerce Account Turnaround: CPA Down 72%, ROAS Up 335%

A scale-tier e-commerce account operating at a $5,000 monthly budget reduced CPA from $411.93 to $116.94 (-72%) and lifted ROAS from 0.66x to 2.87x (+335%) through structural campaign restructuring and search-terms hygiene over 90 days.

CPA Reduction

$116.94

-71.6%

ROAS

2.87x (+334.8%)

Conversions

43.19 (+173.0%)

A scale-tier e-commerce account operating at a $5,000 monthly Google Ads budget reduced cost-per-acquisition by 71.61% (from $411.93 to $116.94) and lifted ROAS by 334.85% (from 0.66x to 2.87x) over a 90-day optimization window, moving the account from a loss-generating position to within reach of its 3.0x target.

Key Takeaways

  • CPA reduced 71.6% from a baseline that was significantly distressed ($412 vs. a 3.0x ROAS target).
  • ROAS quadrupled from 0.66x to 2.87x, moving within 5% of the stated 3.0x target.
  • Conversion volume grew 173% from 15.82 to 43.19 on a 22% spend reduction.
  • Account ran Performance Max Shopping campaigns, which were the primary focus of the restructuring.

The Account

A scale-tier e-commerce account in an unspecified consumer-goods vertical, operating with a $5,000 monthly budget and a stated ROAS target of 3.0x. The account structure was primarily Performance Max with Shopping feed integration.

The Challenge

MetricBaseline (90 days)
Spend$6,516.67
Conversions15.82
Conversion Value$4,303.67
CPA$411.93
ROAS0.66x
Impressions512,276

A 0.66x ROAS means the account was returning 66 cents for every dollar spent — a severe structural loss. At $412 CPA against a presumably sub-$100 average order value, the unit economics were unsustainable.

The Approach

Step 1: Campaign audit and pause decisions. The team identified campaigns that were structurally broken and could not be salvaged with incremental optimization. At least one major campaign (“Shop Only” Performance Max) was paused outright.

Step 2: Budget redirection. With underperforming campaigns paused, daily budgets were increased on the campaigns that were converting. One documented change moved a daily budget from $50 to $78 on a shopping campaign that was showing efficiency gains.

Step 3: Search-terms hygiene and negative keyword expansion. The team processed dozens of search-term exclusions across the account’s active campaigns.

Step 4: Value-based bidding alignment. Campaigns were migrated toward Maximize Conversion Value with Target ROAS, aligning algorithmic optimization with the stated 3.0x goal.

The Results

Over the 90-day optimization window (September 16 to December 14, 2025):

MetricBefore (90 days)After (90 days)Change
Spend$6,516.67$5,050.78-22.5%
Conversions15.8243.19+173.0%
Conversion Value$4,303.67$14,487.05+236.6%
CPA$411.93$116.94-71.6%
ROAS0.66x2.87x+334.8%
CTR2.23%3.55%+59.2%

ROAS quadrupling while spend declined is the clearest possible signal of a distressed account coming into operational health. The account is now within 5% of its target and has a stable operating baseline from which to scale further.

Lessons Learned

  1. Sometimes a campaign needs to be paused, not optimized. When the structural fit is wrong, incremental changes cannot close the gap. The decision to pause a campaign outright is often the highest-leverage action available.

  2. Turnaround accounts benefit from budget concentration. When most campaigns are failing, moving budget to the few that work is a faster path to target than trying to fix everything simultaneously.

  3. Expect short-term volume dips before recovery. This account’s spend declined 22% during the window, a deliberate pullback while the structural changes took effect. The volume will return at higher efficiency in the following quarter.

  4. Distressed accounts have the most optimization headroom. A 0.66x ROAS is a bad number, but it is also a high-leverage starting point. The same 90-day program applied to a 2.5x ROAS account would produce much smaller percentage gains.

Methodology Note

Data sourced from a managed Google Ads account in an e-commerce business at the scale budget tier. All identifying information has been removed. Performance metrics reflect the best 90-day window (September 16 to December 14, 2025) compared against the prior 90-day baseline (June 17 to September 15, 2025). The account executed 80 documented optimization actions during the measurement period. Metrics reported in USD.

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