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Data & Customer IntelligenceExperimentation & OptimisationThe Property Buying Company

Geographic optimisation

How 450 postcode decisions removed geographic waste

Managing performance at postcode level instead of excluding whole regions.

Postcodes managed
450+

Individually excluded or monitored

Less wasted spend
9%

Geographic waste removed

Remaining area CVR
+2.5%

Conversion improved

The challenge

Broad regional exclusions were throwing away good areas with the bad.

Some locations consistently produced unsuitable leads, but excluding whole regions would cut off profitable pockets too.

The answer needed far more precision.

What mattered most

Location targetingWaste reductionData analysis

The strategy

Precision over blunt cuts.

I analysed and managed location performance postcode by postcode.

  1. 01Analysed performance at postcode level.
  2. 02Carefully excluded more than 450 consistently weak locations.
  3. 03Continuously monitored remaining locations instead of broad regional exclusions.
  4. 04Reviewed exclusions regularly as patterns shifted.

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.

Location impact

Less waste, stronger conversion

Wasted geographic spend−9%
Remaining area CVR+2.5%

Change against the starting position. Reductions shown in green are improvements.

The outcome

Budget focused on the places that convert.

Geographic wasted spend fell by 9% and conversion rate in remaining areas improved by 2.5%.

Profitable pockets stayed live, which regional exclusions would have lost.

9%Less wasted spend
+2.5%Remaining area CVR

Capabilities demonstrated

Location targetingWaste reductionData analysis

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John Iliopoulos, founder of PPC Supreme

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