How to Vet Gambling & Crypto Affiliates for Fake Traffic Before You Pay

Updated 2026-07-05

In high-CPA verticals like gambling, crypto, and finance, affiliate and influencer fraud is not an edge case — it is the default risk. When you pay per signup or per first-time deposit, a partner has every incentive to inflate the numbers with bot traffic, incentivized clicks, and recycled audiences. The cost lands entirely on you. Here is how to vet a partner before the money moves.

The three kinds of inflation you are paying for

Each one converts to a different line item on your invoice, and none of them becomes a retained customer.

Pre-deal signals you can check for free

  1. Follower-growth shape — organic growth is gradual and lumpy around real events; bought growth is vertical steps.
  1. Engagement ratio — views, likes, and comments relative to follower count, benchmarked against the platform norm.
  1. Comment quality — real audiences reference the actual product or niche; fake ones repeat generic praise.
  1. Geo concentration — reach that sits outside the markets you can legally serve is worthless no matter how large.
  1. Contactability — creators who publish real business contact details tend to run real, accountable operations.

The one signal that never lies

Every pre-deal check narrows the field, but only a tracked pilot confirms it. Run a small, capped test with a unique link and measure first-time deposits and week-one retention — not clicks, not signups. A partner who drives fewer but real depositing users beats one who drives ten times the clicks and zero retention.

mg.land helps with the cheap, up-front part of this: it screens creators across platforms, flags suspected bought-follower accounts, and shows you which ones expose public, accountable contact details — so you spend pilot budget only on partners that already passed the free screen. Trust-first is the whole point: in these verticals, the safest creator is worth more than the largest one.

Find creators in your industry in a minute

Free · sign up with email

Open the free tool →