Fraud Engine

One engine between your budget and everything that isn't a buyer.

The Maddet engine sits on the click stream from your ad accounts. It reads each click, weighs it against what real people do, and decides in the moment whether it is worth what you paid.

Architecture

Four stages, left to right.

The same path every click takes, from the moment it is billed to the moment it is either cleared or documented.

SourceAd accountGoogle Ads, Meta Ads, display networks
IngestClick streamClick IDs, cost, placement, timing
DecideScoring engine24 signals, trust score 0 to 100
Output
AllowTrust score above threshold
BlockExclusion plus evidence log
Evidence logWritten for every block

The loop, in depth

What happens at each step, and what it produces.

01

Connect

Maddet links to your ad platforms with read-level API access. Campaign structure, click identifiers and cost data flow in; nothing about your bids or creatives is touched.

OutputAccount linked, campaigns mapped
02

Score

Each click is evaluated as it arrives against network, device, behaviour and context signals, then assigned a trust score from 0 to 100 with the signals that drove it.

OutputTrust score and contributing signals
03

Block and document

Clicks below your threshold are flagged immediately. If you grant the optional exclusion permission, the source is added to the platform's exclusion list; otherwise it is queued for one-click export. Either way, an evidence record is written at the moment of detection.

OutputExclusion update and evidence record
04

Dispute

Flagged events roll up into a dispute report grouped by campaign and pattern, formatted for the platform's invalid-activity review process.

OutputDispute-ready CSV and PDF

Exposure estimate

The engine is ready. The only missing input is your account.

Enter what you spend on paid media each month. The slip shows the range typically lost to invalid traffic at that level. The audit replaces the range with your real figure.

EXPOSURE SLIPIllustrative
Lower band (7.000000000000001%)
₹35,000
Typical (14.000000000000002%)
₹70,000
Upper band (22%)
₹1,10,000
Typical, over 12 months
₹8,40,000

This is an illustrative estimate based on typical invalid-traffic rates, not a live scan of your account. Connect your account for your actual numbers.

Swap the estimate for the real figureGet a free traffic audit