Ad Fraud Detection
Ad Fraud Detection That Protects Every Brand Impression
More than half of all internet traffic has no human behind it — yet brands are billed per impression regardless. Flamingo's ad fraud detection removes bots, click farms and machine traffic before your ad is ever served, so every pound reaches a real, verified person.
The Scale of the Ad Fraud Problem
Digital is now the dominant brand media channel — and it is also where the most money leaks. Fraudulent traffic is engineered to look exactly like genuine demand.
51%
Non-human traffic
The majority of internet traffic is automated. Every bot impression you pay for is reach that never had a chance to convert.
Pay-per
Impression billing
Platforms charge for impressions whether or not a human sees them. Fraud is priced into your media plan by default.
After
The fact reporting
Most fraud tools flag bad traffic after the money is spent. Detection only protects you if it happens before the impression.
How Flamingo Detects and Filters Ad Fraud
We score traffic at the device level and strip out everything that isn't a verified human — before a single impression is bought.
AI/ML Traffic Scoring
Machine-learning models analyse live traffic in real time, classifying bots, mechanical traffic and automated activity that mimics human behaviour — removing over half of data that would never convert.
IP & MAID Extraction
Device-level IP and mobile ad ID signals let us verify that a real device — and a real person — sits behind each opportunity, so no budget is wasted on specious placements.
Pre-Bid Filtering
Fraudulent and mechanical traffic is filtered out before the impression is served — not reported afterwards. Your budget only ever buys verified human reach.
What clean traffic delivers
Eliminated fraud + guaranteed human reach = dramatically better brand impact
When every impression reaches a real person, the same creative and the same budget work far harder. See how verified delivery drove a 28X result with identical copy and landing pages.
See the verified-delivery resultsAd Fraud Detection FAQs
What is ad fraud?
Ad fraud is any activity that generates paid ad impressions, clicks or conversions with no genuine human intent behind them — automated bots, click farms, hijacked devices and falsified traffic. Because most media is billed per impression, brands pay in full for activity no real person ever saw.
How does Flamingo detect ad fraud?
Our AI/ML models score live internet traffic before any impression is served, extracting IP and mobile ad ID (MAID) signals to separate verified humans from bots, ghost devices and stale profiles. Fraudulent and mechanical traffic is filtered out at source — not reported after your budget is already spent.
Is ad fraud detection the same as brand safety?
They are related but distinct. Ad fraud detection ensures a real human — not a bot — is behind every impression. Brand safety ensures those verified impressions appear in appropriate, reputable contexts. Flamingo delivers both as part of one verified-delivery pipeline.
Do I lose reach when fraudulent traffic is removed?
You lose fake reach, not real reach. Stripping out non-human traffic concentrates your budget on verified people with genuine intent, which is why filtered campaigns consistently outperform unfiltered ones on real business outcomes.
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Ready to Take Flight?
Stop paying for bots and ghost audiences. Let us show you what your brand budget can really do.