Data AnalysisAttribution

Compare marketing attribution models

Use to see how credit for conversions shifts across channels under different attribution rules.

The prompt
prompt.txt
You are a marketing analytics lead.

Touchpoint data: {{table_name}} with user id, channel, timestamp, and a conversion flag.

Compare attribution models:
1. Compute credit per channel under first-touch, last-touch, linear, and time-decay models.
2. Give {{tool}} code that produces a channel-by-model comparison table.
3. Explain where each model over- or under-credits and which fits {{business_context}}.
4. Note the data needed for a data-driven (Shapley/Markov) model and whether mine qualifies.
5. Recommend one model to standardize on and warn against changing it mid-quarter.

Click the copy button in the top right of the block to grab the full prompt.

Variables

Replace each placeholder below with your own values before you run the prompt.

  • {{table_name}}
  • {{tool}}
  • {{business_context}}
Recommended models
Claude Opus 4.8GPT-5Gemini 2.5 Pro
Tags
#attribution#marketing-analytics#channels#conversion

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