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Experimentation & OptimisationAI, CRM & AutomationJHS Accounting

Smart bidding diagnosis

How I found a hidden limit holding back 76% of spend

Auditing target CPA bidding and uncovering a maximum bid cap that was quietly restricting automation.

Spend constrained
76%

By a max CPC limit

Actual CPA
£96

Found during diagnosis

Target CPA
~£70

Average target

The challenge

Automation was missing its target and nobody knew why.

The portfolio was set to around £70 CPA but delivering about £96. Settings looked fine on the surface.

What mattered most

Smart biddingAccount auditDiagnostics

The strategy

Find the restriction inside the automation.

I audited the bidding setup line by line.

  1. 01Audited portfolio target CPA performance.
  2. 02Compared target CPA with actual CPA across campaigns.
  3. 03Identified a hidden maximum CPC restriction.
  4. 04Quantified how much spend it affected.

The evidence

The numbers behind the result.

Graphs use the exact figures from the engagement. Where raw totals were not available, values are indexed to a starting point of 100.

CPA gap

Target vs reality

~£70
Target
£96
Actual

Spend affected

Most spend was capped

All spend
100%
Constrained
76%

The outcome

The real reason for poor bidding, found and fixed.

76% of spend was constrained by a max CPC limit, explaining the gap between a £70 target and a £96 actual CPA.

£96Actual CPA
~£70Target CPA

Capabilities demonstrated

Smart biddingAccount auditDiagnostics

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John Iliopoulos, founder of PPC Supreme

A personal point of view

What I’m seeing, testing and learning in PPC right now.

I’m John Iliopoulos, a PPC and growth marketer with over 10 years in the industry. PPC Supreme is where I share my take on what’s changing, experiments I’m running, things that genuinely work and the lessons behind the results.

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