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Advertising Platform Effectiveness

Publications and reach → CPV for each channel

A robot consolidates advertising channel and publication cards into a single secure effectiveness dashboard

In short

Data on placements, costs, and actual reach live in different tables, so weak platforms are discovered too late.

Outcome

A read-only dashboard links each publication with an agreed cost and reach, calculates CPV using a unified formula, and highlights channels requiring manual review.

How the automation runs

Trigger

A new publication appeared, reach was updated, or the manager requested a report for a period

Automation steps

  1. Normalizes channels, dates, placements, and agreed amounts without changing sources
  2. Links publications with reach and marks ambiguous matches
  3. Calculates CPV and aggregates only using the fixed version of the formula
  4. Shows outliers, omissions, and discrepancies with the plan as separate queues
  5. Updates the read-only dashboard after manual confirmation of disputed rows

Human check

The responsible person confirms disputed links, returns, and period interpretation; the system does not buy placements or change the budget.

Outcome

A read-only dashboard links each publication with an agreed cost and reach, calculates CPV using a unified formula, and highlights channels requiring manual review.

Automation diagram

The overall logic is public
Input
TriggerA new publication appeared, reach was updated, or the manager requested a report for a period
System
Step 1Normalizes channels, dates, placements, and agreed amounts without changing sources
System
Step 2Links publications with reach and marks ambiguous matches
System
Step 3Calculates CPV and aggregates only using the fixed version of the formula
System
Step 4Shows outliers, omissions, and discrepancies with the plan as separate queues
System
Step 5Updates the read-only dashboard after manual confirmation of disputed rows
Human
Human controlThe responsible person confirms disputed links, returns, and period interpretation; the system does not buy placements or change the budget.
Outcome
Observable outcomeA read-only dashboard links each publication with an agreed cost and reach, calculates CPV using a unified formula, and highlights channels requiring manual review.

Using it

When to use it

When there are recurring advertising placements across multiple platforms, and it is necessary to compare effectiveness using a single methodology.

How to verify

Control channel CPV matches manual calculation, cost sum matches original register, and each missed or disputed link is visible in the report.

Tools

postgrespythonmetabasespreadsheet

Recipe details

Time1–2 eveningsDifficulty3 of 5Steps5Prerequisites3
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