What happens if an advertiser flags fraud in my traffic?

Usually the advertiser holds payouts on the suspicious leads first, and repeat cases lead to an account ban or a terminated partnership. Rebuilding trust takes time and consistently clean traffic.

How is fraud different from ordinary low-quality traffic?

Low quality is an accidental weak conversion rate from a mediocre creative or geo; fraud is a deliberate attempt to inflate the numbers with bots or incentivized clicks. Advertisers punish fraud harder because it's intentional distortion of the stats, not a mistake.

Should I filter traffic myself if the advertiser already checks it?

Yes — filtering on your side saves the budget that would otherwise go to bot clicks and protects your account's standing with the advertiser. Waiting for the advertiser to sort it out is usually more expensive than running an antibot filter upfront.

How do APEX's antibot and cloaking features help avoid a high fraud score?

The built-in antibot filter screens out data-center IPs, known bots and suspicious user agents before the storefront ever loads, while cloaking separates reviewer traffic from real users. Together they cut the share of non-human noise in the numbers an advertiser ultimately sees.

Ad Fraud Types in Media Buying

Ad fraud in media buying is traffic an advertiser won't pay for: bots, incentivized clicks, farmed installs. Here's how advertisers and networks detect the different fraud types, and what a buyer should do to keep a clean traffic profile.

What advertisers count as fraud

Advertisers label traffic as fraud when it doesn't lead to a real, engaged user: clicks with no view, installs with no activity, deposits made by a bot or a fake account. For an advertiser this isn't a bit of dirty traffic — it's grounds to hold payouts or end the partnership outright. The difference from plain low quality is intent: fraud means someone is deliberately inflating the numbers, not converting poorly by accident.

Bot and data-center traffic

A large share of fraud comes from scripts and headless browsers that simulate clicks and installs with zero real users behind them. Advertisers spot this easily: IPs from data-center ranges, repeating device fingerprints, and zero activity after the install event. That's why filtering out data-center IPs and known bots before they ever reach the storefront isn't optional — it's baseline hygiene.

Incentivized and click-farm traffic

Incentivized traffic means installs paid for with a reward — click farms, incentive networks, install-for-bonus schemes. These are technically real people, but their motivation is the reward, not the offer, so deposits and retention sit near zero. Advertisers spot it through an unusually high install-to-registration rate paired with a collapsed registration-to-deposit rate, and through geography that doesn't match the campaign's targeted geo.

How advertisers calculate a fraud score

A fraud score aggregates dozens of signals: conversion speed (a deposit that happens too fast looks suspicious), fingerprint overlap between supposedly different users, IP geo that doesn't match the targeting geo, and session patterns like a visit with zero scroll or click. The higher the score, the faster that traffic source gets held or blocked. The good news is that a buyer can control most of these signals before traffic ever reaches the advertiser.

How buyers avoid triggering fraud flags themselves

Don't chase volume with autoclickers, bot install boosters, or purchased installs — that's the fastest route to an account ban and held payouts. Keep your IP pool clean, run creatives and funnels through antibot filtering before spending real budget, and configure postbacks so the advertiser sees an accurate picture rather than a distorted one. APEX's built-in cloaking and antibot filter — UA, data-center IP, geo and IP-intel checks — screens out bots and suspicious visits at the PWA entry point, lowering the odds of tripping an advertiser's fraud score.

FAQ

What happens if an advertiser flags fraud in my traffic?: Usually the advertiser holds payouts on the suspicious leads first, and repeat cases lead to an account ban or a terminated partnership. Rebuilding trust takes time and consistently clean traffic.
How is fraud different from ordinary low-quality traffic?: Low quality is an accidental weak conversion rate from a mediocre creative or geo; fraud is a deliberate attempt to inflate the numbers with bots or incentivized clicks. Advertisers punish fraud harder because it's intentional distortion of the stats, not a mistake.
Should I filter traffic myself if the advertiser already checks it?: Yes — filtering on your side saves the budget that would otherwise go to bot clicks and protects your account's standing with the advertiser. Waiting for the advertiser to sort it out is usually more expensive than running an antibot filter upfront.
How do APEX's antibot and cloaking features help avoid a high fraud score?: The built-in antibot filter screens out data-center IPs, known bots and suspicious user agents before the storefront ever loads, while cloaking separates reviewer traffic from real users. Together they cut the share of non-human noise in the numbers an advertiser ultimately sees.

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