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Understanding Campaign Recommendations

Understand how campaign recommendations and projected outcomes are calculated in your Vibe dashboard.

Nicolas Hemidy avatar
Written by Nicolas Hemidy
Updated yesterday

What are campaign recommendations?

In your Campaign Dashboard, you'll see recommendations with projected outcomes for optimizing your campaigns. These suggestions are designed to help you improve performance through actions like budget adjustments, audience expansion, or bidding strategy changes.

How are recommendations calculated?

Outcome results are based on a rolling analysis of Vibe advertiser performance over the last 6 months.

We studied how campaign changes such as budget adjustments, audience expansion, and bidding strategies correlated with outcomes like impressions, sessions, and conversions across thousands of campaigns.

How accurate are the projections?

The projected outcomes shown are estimates meant to give you an idea of possible performance improvements. Results are not guaranteed.

Best practices

  • Use recommendations as a starting point for optimization

  • Test changes gradually and monitor results

  • Compare actual performance against projections to inform future decisions

  • Combine recommendations with your own campaign knowledge and goals

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