Lookalike Discovery

Find creators similar to your top performers

Last updated: 2026-01-19

Lookalike Discovery finds creators who are similar to your existing top-performing affiliates. It's the fastest way to scale a working creator strategy.

How It Works

  1. Select one or more of your top-performing affiliates
  2. Spark! analyzes their profile, content, and audience
  3. The AI finds creators with similar characteristics
  4. Results are ranked by similarity score
Seed Selection

Choose your seed creators based on performance metrics (conversion rate, revenue) rather than just follower count. Quality over quantity drives better lookalikes.

Similarity Factors

Lookalike matching considers:

  • Content Style — Visual aesthetics, posting frequency, content types
  • Audience Overlap — Shared followers and interests
  • Niche Alignment — Topic and category similarity
  • Engagement Patterns — Similar engagement rates and types
  • Brand Affinity — Works with similar brands
  • Follower Demographics — Matching audience profiles

Using Lookalike Discovery

  1. Navigate to Creator Discovery → Lookalike
  2. Select source creators (existing affiliates or any creator)
  3. Adjust similarity threshold (higher = more similar, fewer results)
  4. Apply additional filters if needed
  5. Review and save matching creators

External Creator Lookalikes

Don't have existing affiliates? Find lookalikes from:

  • Competitor Affiliates — Enter a competitor's creator partnerships
  • Industry Leaders — Find creators similar to niche celebrities
  • Ideal Profile — Describe your ideal creator and find matches
Continuous Learning

As you recruit more affiliates and track their performance, Lookalike Discovery becomes more accurate. The AI learns what works for your specific brand.

Next Steps

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