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Every view is interrogated by an AI verification stack before it touches an invoice or a payout. Proprietary models, a distributed GPU grid and 41 independent signals stand between raw platform metrics and the number you get billed on.
Verification is not a filter bolted on at the end - it is a pipeline of purpose-built systems. Each one attacks fraud from a different direction; a view is verified only when all four agree.
A transformer trained on billions of view curves learns what platform-native growth looks like - per format, per market, per hour. Purchased spikes, engagement pods and bot floods have shapes, and CURVE™ rejects them in real time.
Every frame of every campaign video is hashed into a perceptual index spanning the network. Re-uploads, mirrored edits, crops, re-encodes, speed shifts - GHOSTPRINT™ sees through all of it and catches recycled content.
Eleven million creator accounts, ninety million relationships: shared devices, posting rhythms, payout fingerprints. It clusters coordinated networks the way they operate - flag one sockpuppet and the whole farm lights up.
Twelve independent models vote on every view - traffic, content, account and market signals weighed together. JURY™ issues a single reproducible verdict with a stored evidence bundle, replayable signal-by-signal in a dispute.
Live output from the verification floor. Roughly one in thirty-five views is discarded before it is billed - itemized per creator and per video, free of charge. This is where that traffic actually comes from.
Every published campaign video runs this gauntlet for as long as its metrics keep moving - not just at upload.
Video URL, account and timestamped metrics stream in from platform APIs into the HYDRA grid, region-local to the audience.
CURVE™ models the traffic, GHOSTPRINT™ fingerprints the frames, SENTINEL GRAPH™ places the account in the network. 41 signals extracted.
Twelve models vote in 180ms. Verified views proceed to billing; discarded traffic is itemized in the ledger, free of charge.
Every verdict ships with a replayable evidence bundle - signal values, model votes, timestamps. Disputes are reviews, not arguments.
Per-view pricing only works if the unit is trustworthy. VCV ® maintains a 97.2% verification pass rate across the network - and honest clippers earn more, because the budget that used to leak to bots goes to them instead.
We'll run a sample verification pass on your current creator campaigns and show you the evidence bundles.
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Access your campaigns, verified-view ledger and evidence bundles.
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