/// PLAYNODICE /// 37-POINT DATA AUTOPSY /// REAL-TIME A/B TESTING /// SURGICAL EDITING /// WE RIP, WE FIX, YOU PROFIT /// PLAYNODICE /// 37-POINT DATA AUTOPSY /// REAL-TIME A/B TESTING /// SURGICAL EDITING /// WE RIP, WE FIX, YOU PROFIT /// /// PLAYNODICE /// 37-POINT DATA AUTOPSY /// REAL-TIME A/B TESTING /// SURGICAL EDITING /// WE RIP, WE FIX, YOU PROFIT /// PLAYNODICE /// 37-POINT DATA AUTOPSY /// REAL-TIME A/B TESTING /// SURGICAL EDITING /// WE RIP, WE FIX, YOU PROFIT ///
AUTOPSY TEST FIX

STOP GUESSING.
KNOW YOUR WINNERS.

PLAYNODICE EMPOWERS AD AGENCIES WITH A 37-POINT NEURAL AD AUTOPSY, REAL-TIME A/B TESTING, AND SURGICAL EDITING TO MAXIMIZE ROI BEFORE YOU SPEND.

SEE THE WORKFLOW DEMO ENTER APP (LOCKED)

THE ULTIMATE
AGENCY TOOLKIT.

01 / DIAGNOSIS

AD AUTOPSY ENGINE

Upload a single ad. Our AutoGluon ensemble analyzes 37 exact metrics (structure, hook density, and A/V sync) to predict win/loss probability with surgical accuracy... and much more!

RESULT:

STATUS: LOSER (30.2%)

HOOK CUT DENSITY: 0 (POOR)

VOCAL/MUSIC RATIO: 0.4 (DROWNED)

02 / A/B TESTING

LIVE A/B COMPARISON

Upload two similar but different ads. Let our neural engine pit them against each other using empirical data so you know exactly which creative to deploy.

RESULT:

VARIANT A

30.2% WIN

Low Contrast Frame 0

VARIANT B

36.7% WIN

High Contrast Frame 0

03 / SURGICAL EDITING

GEMINI & OMNI FLASH

When an ad fails, Gemini 3.1 Flash Lite orchestrates a surgical fix. We trigger Omni Flash to generate high-retention visual edits and flawlessly remux your original audio.

RESULT:

> ORCHESTRATOR: GEMINI 3.1 LITE

> VISUAL REPLACEMENT: OMNI FLASH

> REMUX A/V SYNC: 100% ALIGNED

04 / NEURAL ANALYSIS

MULTIMODAL SCRIPT PARSING

We don't just look at pixels. PlayNoDice rips the audio transcript and cross-references it with visual cues to ensure your CTA isn't getting drowned out by visual noise.

RESULT:

> TRANSCRIPT: EXTRACTED

> CTA VISIBILITY: LOW

> RECOMMENDATION: ADD TEXT OVERLAY

THE 37-POINT DATA AUTOPSY.

We don't guess. Our AutoGluon backend rips your video apart frame by frame, extracting 37 distinct computer vision, audio processing, and semantic psychological metrics before issuing a verdict... and much more!

A. COMPUTER VISION & PIXEL MATH

FIRST FRAME CONTRAST

Evaluates visual pop in the very first millisecond.

> MEASURED VIA: OpenCV greyscale histogram analysis on frame 0.

HOOK CUT DENSITY

Number of hard cuts in the critical first 3 seconds.

> MEASURED VIA: Shot transition detection indexing via FFmpeg.

OPTICAL FLOW MEDIAN

Calculates the average speed and chaotic movement of the video.

> MEASURED VIA: Dense optical flow vectors (Farneback algorithm).

FIRST FRAME SATURATION

Measures the vibrance of colors used in the opening frame.

> MEASURED VIA: HSV color space tensor analysis.

VISUAL CONTEXT RESET RATE

How frequently the entire scene completely changes.

> MEASURED VIA: Structural Similarity Index (SSIM) delta thresholds.

OVERALL CUT DENSITY

The pacing of the ad across its total duration.

> MEASURED VIA: Global shot transition counts / duration.
B. AUDIO SIGNAL PROCESSING

LOUDNESS LUFS AVG

Total perceived loudness relative to broadcast standards.

> MEASURED VIA: FFmpeg loudnorm audio filters.

AUDIO TRANSIENT SPIKES

Sudden loud impacts (beats, sound effects, claps).

> MEASURED VIA: Percussive onset mapping using Librosa.

VOCAL-TO-MUSIC RATIO

Ensures your CTA isn't getting drowned out by the background track.

> MEASURED VIA: AI stem separation comparing vocal vs instrumental frequency bands.

SPEECH WPM

The speed of the speaker's delivery.

> MEASURED VIA: Audio extraction, Whisper transcription, and total word count division.

A/V ASYNCHRONY

How disconnected the visual cuts are from the music beats.

> MEASURED VIA: Cross-referencing visual cut timestamps against audio transient spikes.
C. PSYCHOLOGICAL SEMANTICS

HOOK ANGLE

Identifies the psychological opening trigger.

> MEASURED VIA: Gemini 3.1 Flash Lite multimodal classification (e.g. Curiosity vs Negative Hook).

SCRIPT FRAMEWORK

Maps the ad to proven direct-response frameworks.

> MEASURED VIA: LLM analysis mapping to PAS, AIDA, or Problem-Solution.

CTA DWELL TIME

How long the Call to Action remains on screen.

> MEASURED VIA: Visual bounding box tracking and OCR text extraction.

PRESENTER TYPE

Determines the trust factor of the speaker.

> MEASURED VIA: LLM visual parsing (UGC, Brand, Faceless, Expert).

FIRST VISUAL PROOF

Time elapsed before the product is shown working.

> MEASURED VIA: Millisecond timestamp extraction of the product demonstration trigger.

PROXEMIC URGENCY INDEX

Perceived psychological closeness and urgency of the speaker.

> MEASURED VIA: Facial proximity bounding boxes combined with tone-of-voice classification.

VIBE AESTHETIC

Overall visual mood and quality rating.

> MEASURED VIA: Holistic multimodal embedding space classification.

...AND MUCH MORE!

ROAS. OPTIMIZED.
AUTOMATICALLY.

STOP BURNING YOUR CLIENT'S MONEY.

Agencies using PlayNoDice are mathematically inclined to see greater ROAS by surgically filtering out losing creatives before they ever hit the ad network.

SEE THE DEMO

ROADMAP: SCALING TO 100,000 VIDEOS.

OUR AUTOGLUON MODEL IS SOON GOING TO BE TRAINED ON 100K REAL AD VIDEOS, BENCHMARKING THOSE EXACT 37 METRICS AGAINST TRUE ROAS OUTCOMES TO ACHIEVE PERFECT PREDICTIVE ACCURACY.