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Scalarr

ML-powered mobile ad fraud detection platform for UA teams to refund fraudulent installs and optimize ROAS.

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US Est. 2016 Active Mobile Attribution / MMP

Our Verdict

Focused mobile fraud specialist that is useful for UA teams, but it is a complement to an MMP.

Pros

  • ML-driven mobile install fraud detection
  • Refund workflows for fraudulent installs built in
  • UA-team-focused reporting and playbooks
  • Reasonable pricing for mobile-specialist fraud

Cons

  • Not a full MMP β€” runs alongside one
  • Coverage narrower than HUMAN or DoubleVerify
  • Smaller team and slower product cadence
  • Enterprise features less mature
Best for: Mobile UA teams wanting dedicated ML fraud detection and install refund workflows. Not for: Teams that want fraud bundled into a single MMP contract.

When to Use Scalarr

Good fit if you need

  • Detecting fraudulent installs in mobile UA campaigns
  • Claiming refunds on fraudulent CPI spend from ad networks
  • ML-powered ROAS protection for iOS and Android UA teams

Scalarr Pricing

Pricing Model
custom
Free Tier
No
Entry Price
β€”
Enterprise Available
No
Transparency Score
β€”

Beta β€” estimates may differ from actual pricing

1,000
1001K10K100K1M

Estimated Monthly Cost

$25

Estimated Annual Cost

$300

Estimates are approximate and may not reflect current pricing. Always check the official pricing page.

Lock-in Assessment

High 2/5
Lock-in Score
2/5

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