AI & Automation

Recommendations

AI-powered recommendations to optimize your campaigns.

AI RecommendationsComing Soon

Overview

Recommendations delivers AI-powered optimization suggestions based on your marketing data. From budget reallocation to creative refreshes, each recommendation is backed by data and can be accepted, dismissed, or reviewed with notes.

Key Features

  • Multi-Source Recommendations: AI analyzes data from MMM, pixel tracking, AI Visibility, and more to generate actionable recommendations
  • Accept/Dismiss Workflow: Review each recommendation and choose to act on it or dismiss with a reason
  • Outcome Tracking: After accepting a recommendation, track whether the predicted outcome materialized
  • Performance Measurement: See the cumulative impact of accepted recommendations over time
  • Review Notes: Add notes to recommendations for team collaboration
  • Email Digests: Receive weekly digest emails with new recommendations
  • Actionable Filter: Filter to show only recommendations you can act on right now

How It Works

The recommendation engine runs across multiple data sources in your workspace, identifying optimization opportunities. Each recommendation includes a description of what to do, why, expected impact, and the data source it's based on.

Recommendation Types

  • Budget Reallocation: Suggestions to shift spend between channels based on MMM marginal ROI analysis
  • Creative Refresh: Alerts when creatives show fatigue signals
  • Channel Scaling: Opportunities to increase spend on channels below their saturation point
  • Tracking Fixes: Issues detected in your pixel or integration setup
  • AI Visibility: Actions to improve your brand presence in AI platforms

Use Cases

  • Daily Optimization: Start your day by reviewing new recommendations
  • Team Collaboration: Share recommendations with team members and add review notes
  • Impact Reporting: Demonstrate the value of data-driven decisions with outcome tracking
  • Proactive Management: Catch issues and opportunities before they affect your bottom line

Getting Started

  1. Open Recommendations from the sidebar
  2. Review pending recommendations sorted by impact
  3. Accept recommendations you want to act on
  4. Track outcomes over time to measure impact