VideoForge
// PERCEPTUAL-HASH UNIQUIFICATION

1 video.100 uploads the platform reads as original.

VideoForge re-forges a single source video into dozens of algorithmically distinct variants, verified against Meta's PDQ perceptual hash and audio fingerprinting, so every account uploads something the platform treats as original.

PDQ-verified
·audio-decorrelated
·no watermarks
MICRO-FORGE · SAMPLE · 9:16

Runs in your browser. No upload, no signup.
// the problem

Post the same file twice and the platform already knows.

Meta, TikTok, and YouTube run perceptual hashing on every upload. The same master posted across a fleet resolves to one fingerprint, gets matched as a re-upload, and quietly loses reach. Identical bytes are a liability at scale.

ACCT_FEED · 5 UPLOADS · MATCHED
one file · 5 accountsmatched
acct_01a7f3·c1d0
acct_02a7f3·c1d0
acct_03a7f3·c1d0
acct_04a7f3·c1d0
acct_05a7f3·c1d0
Perceptual match5 / 5 identical
Reach outcomesuppressed
forge
ACCT_FEED · 5 UPLOADS · DISTINCT
one file · 5 variantsdistinct
var_01
e2b9·40af
var_02
6c1d·7e33
var_03
b084·11ca
var_04
3f57·92d1
var_05
d9a2·5b60
Perceptual match0 / 5 identical
Reach outcomeclears as original

The frame stays watchable. The fingerprint does not. That gap, real distinctness verified against PDQ and audio fingerprinting, is the whole job.

// COMPATIBLE SURFACES

One pipeline, tuned export profiles for the surfaces you actually post to. Correct aspect ratio, bitrate, and container per platform, every time.

TikTok9:16 · 1080×1920
Instagram9:16 · reels
Facebook9:16 · reels
YouTube9:16 · shorts
X16:9 · 1280×720
exportMP4 · H.264 · AAC
// how it works
01 / 04Upload

Drop your master.

One source video in. MP4 or MOV, vertical or landscape. It stays on your machine until you forge.

FORGE_01 · STEP 01/04 · UPLOAD
Δ 38
e2b9·40af
Δ 31
6c1d·7e33
Δ 42
b084·11ca
Δ 29
3f57·92d1
Δ 36
d9a2·5b60
intensity
visual
jitter
caption
audio
verdictstrong
PDQ Δ34
SSIM0.91
chromaprintdecorrelated
// the engine

Five layers, run in this order. Nothing hidden.

This is the actual pipeline sequence, not a marketing simplification. Each layer targets a specific axis a platform hasher checks, structure, composition, overlay, audio, before anything gets measured.

// structural

Zoom, flip, border, graph shuffle

Intensity-scaled zoom-crop, a first-class flip, a micro-border, and a per-job filter-graph shuffle. The moves that shift PDQ and TMK, not a cosmetic color pass.

crop · flip
// reframe

Per-variant rect + zoom jitter

An off-center punch-in plus a gentle animated pan on every variant, so composition drifts frame to frame without ever reading as distorted.

// hook overlay

Caption reblocking

Per-variant hook text, dealt round-robin and redrawn inside a rotating platform-safe zone, so no two exports carry a caption in the same spot.

// audio + ambient bed

Pitch, atempo, decorrelated bed

Real pitch and tempo shift on the source track, plus a quiet synthesized noise bed mixed underneath, built to move Chromaprint-class fingerprints without touching the mix you hear.

VERIFY_01 · GROUND TRUTH · PDQ + CHROMAPRINT
// ground truth

PDQ + Chromaprint metascoring

Every output is re-hashed and scored against the actual platform matchers, Meta's PDQ perceptual hash for video and Chromaprint for audio, measured on the bytes you download, not a self-reported figure. The report is the product.

PDQ Δ34
Chromaprint divergence38%
// live proof

One frame, two realities.

Drag the divider. What you see barely moves. What the platform hashes does.

FORGE_01 · SAMPLE RUN · 1080×1920
Forged variant frame
variant_07.mp4
pdq verified
00:00:14:02
Original source frame, unedited
source.mp4
00:00:14:02
drag to compare
// uniqueness readout

Same source frame, measured pixel-for-pixel and hash-for-hash against its forged variant.

PDQ Hamming distanceΔ 0
SSIM (structural similarity)0.00
Audio fingerprint deltaΔ 0
Metadatastripped + re-encoded

Visually identical. Algorithmically distinct.

// sample run, shown for illustration. your numbers will vary by source and intensity.

// batch & scale

One upload becomes a verified fleet.

Built for operators posting the same creative across many accounts, not one clip at a time. Queue a batch, forge every variant, verify every output before it ships.

A fleet doesn't need one clean export, it needs a distinct one for every account it lands on. VideoForge fans a single source out into a batch, runs the same pipeline on each variant, and checks the whole set, not just against the source, but against each other, before you route anything downstream.

Concurrencyscales with plan
Per-variant verificationPDQ + Chromaprint
Sibling checkvariant vs. variant
batch40 queued · 14 sibling-verified
Concurrent forges scale by plan, from a single run to a full agency queue.
FORGE_BATCH · 14/40 VERIFIED
verified / uniquequeued
// what real distinctness requires

Most tools change how a file looks. Few change how it hashes.

A visual filter is not a uniqueness strategy. This is a capability comparison, not a scorecard against any one product.

requirement
Manual re-editing
Generic uniquifiers
VideoForge

Ground-truth PDQ + Chromaprint verification

Every variant re-hashed and scored against the source, not just visually eyeballed.

Audio decorrelation

Pitch, timing, and fingerprint shifted so the audio hash moves too.

partial

Per-variant visual jitter

Crop, zoom, and color drift that differs on every output, not one global filter.

partial

Batch / fleet output

One upload becomes N distinct variants without N manual passes.

partial

Uniqueness report per variant

A readable PDQ Δ, SSIM, and audio delta for each file you ship.

Metadata stripping + re-encode

Source container fingerprints and embedded metadata removed, not just re-wrapped.

partial
partial
// pricing

Pick your throughput.

Every plan runs the same pipeline end to end: visual transforms, audio decorrelation, PDQ frame distance and Chromaprint verification on every output. Higher tiers unlock more verified variants per month, more concurrency, and API access.

// charged only on verified export

Previews, retunes, and verification passes are always free. A credit is spent only when a variant renders, passes verification, and gets exported.

// no hidden caps

Every number on the cards below is the real, public grant, not a teaser that quietly tightens after signup.

Free

For trying it out

$0forever
  • Full uniquification pipeline
  • Full PDQ + Chromaprint verification report
  • 1 video at a time
  • Per-account history
Verified variants / mo15
Seats1

Starter

For a first fleet outgrowing Free

$29/mo
  • All uniquification recipes
  • Per-variant verification scores
  • Per-platform export profiles
  • Full job history
Verified variants / mo300
Seats1
Recommended

Pro

For active creators running a fleet

$79/mo
  • Priority processing
  • Exportable audit reports
  • Sibling-distinctness checks on every batch
  • REST API + MCP access (Claude, Cursor)
Verified variants / mo1,200
Seats3

Agency

For teams and agencies

$199/mo
  • Fleet dashboard (variant → account)
  • Shared brand-kit presets
  • Outbound webhooks
  • Priority queue + private Slack support
Verified variants / mo5,000
Seats10

Enterprise

talk to us

For high-volume, dedicated throughput

Verified variants / moCustom
Seats50+
Contact us

Curious what a credit really costs us to fulfill, compute, storage, and egress, not just what it costs you? Read the honest breakdown →

Start free, no card.

Cancel any time from Billing. Your plan stays active through the end of the current period.

// faq

Straight answers.

If a claim about detection sounds too good to be true, it isn't from us. Here's what the pipeline actually does, in plain terms.

No tool can honestly promise that, and we won't claim it. What VideoForge does is engineer real, measurable distinctness into every variant, geometric jitter, per-clip content zoom, caption reblocking, audio pitch and decorrelation, then verify the result against PDQ frame distance (Meta's own perceptual hash) and Chromaprint audio fingerprinting before you download it. You get a verification report, not a marketing promise.

// forge one now

Stop uploading the same file everywhere.

Drop in one source clip, forge as many verified-distinct variants as your plan allows. No watermark, no card required.

Forge a video free

PDQ-verified · audio-decorrelated · no watermarks