Amber Grid: Every Channel Claims the Same Sale

Marketing
medium40 min0 submissions
Amazon
Scenario

Amber Grid sells utilities in Europe. Last quarter it spent €95 M across three channels: brand (30%), paid search (29%) and paid social (41%).

The company recorded 24,121 conversions. Added together, the channel dashboards claim 49,448 — about 2.05x the real number.

Paid search reports the best return and the search team wants more budget. Brand reports the worst and is under pressure to justify itself. Attribution is last-click. Nobody has run a holdout test.

Supporting data

conversions

actual recorded
24121
overclaim multiple
2.05
sum of channel claims
49448

measurement

model
last click
holdout tests run
0
total spend m95

spend split pct

brand
30
paid search
29
paid social
41
Your task

Advise the CMO. Your answer should provide:

  1. Analysis — what the reported numbers can and cannot tell you, quantified.
  2. Risks — what happens if you reallocate on last-click alone.
  3. Recommendation — a budget decision and the experiment that would prove it.

State any assumptions you make.

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How you'll be graded

80 points, 60% to pass.

  • recommendation15
  • market analysis25
  • risk assessment20
  • financial analysis20
Hint
Reveal suggested structure

Separate correlation from incrementality. Last-click credits the final touch; demand generation appears worthless under it. Design a holdout before reallocating.