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All use cases
Analytics & Monitoring

Measure Campaign AI Impact & Sentiment Shift

Before/after comparison of how AI engines describe your brand around a campaign.

command
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Measure the AI impact of our campaign. Use the Reaudit MCP to compare the 30 days before [campaign date] versus the 30 days after: average sentiment with the positive/neutral/negative split per model, sentiment themes, brand alignment, and brand mention deltas. Summarize whether AI engines describe us differently now, with direct quote examples from the answers.

Tools this workflow calls:get_sentiment_reportget_sentiment_themesget_brand_alignmentget_brand_mentions

What this use case can do for you

PR and campaign reporting usually stops at coverage and impressions. This measures the layer that persists: whether the campaign changed how ChatGPT, Gemini, and Perplexity actually talk about your brand when buyers ask.

Sentiment themes show which campaign messages were absorbed into AI answers and which evaporated — with before/after quotes you can drop straight into the campaign retro deck.

What you get

  • Before/after sentiment scores per AI model
  • Theme analysis showing which messages landed
  • Brand alignment shift with quote examples
  • Mention volume delta across engines

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Run This Workflow Today

Connect the Reaudit MCP to your agent in under 60 seconds, paste the command, done.

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