How we keep affiliate app traffic fraud-free
Affiliate traffic historically suffers from a reputation of incentivized bots and click stuffing. AdInsta enforces a rigorous 6-layer defense framework and real-time MMP validation to guarantee genuine user acquisition.
Our 6-Layer Anti-Fraud Framework
Applied continuously before, during, and after every app install is attributed.
Publisher Vetting & KYC
No open, unmonitored sign-ups. Every media buyer and publisher is vetted with verified identity, corporate registration, and sample traffic auditioning.
CTIT Distribution Analysis
Click-to-Install Time (CTIT) monitoring flags click injection (<10s CTIT) and click spamming/flooding (>2 hours with flat distribution) in real time.
Device Farm & Emulator Blocking
Inspection of sensor data, battery metrics, screen resolution variances, and server-side IP clusters rejects simulated device farm traffic instantly.
Granular Sub-ID Visibility
Advertisers receive 100% transparent sub-publisher IDs in their MMP. Any single sub-source exhibiting anomalous metrics is isolated and paused immediately.
Post-Install Cohort Validation
We evaluate Day 1 / Day 7 retention, session depth, and in-app milestone completion. Installs with zero secondary engagement are audited for SDK spoofing.
Contractual Auto-Clawback
If your MMP (AppsFlyer Protect360, Adjust Fraud Suite, or Kochava) flags any install as fraudulent, that payout is automatically credited with zero dispute friction.
Is affiliate app install traffic safe?
It can be, if the network controls quality. Safe affiliate traffic comes from vetted partners, is labelled incentivised or non-incentivised, is attributed in the advertiser's MMP and is screened for click injection, device farms and SDK spoofing. Paying on a post-install event such as registration or purchase further reduces fraud risk.
How do you prevent app install fraud?
Prevent install fraud by buying from known supply, using your MMP's fraud protection, and rejecting installs with impossible click-to-install times, abnormal device or IP patterns, or no post-install activity. Pay on deeper events where you can, review sub-publisher reports weekly, and claw back payouts for installs your MMP flags.
Run clean, verified performance campaigns
Connect with our fraud prevention specialists to review our integration with your attribution provider.
Speak with a Specialist