ViralScope — Short-Video Content Decision Lab & Attention Simulator

Phase 01 // Input & Synthesis

Analysis Cockpit

Configure your simulation parameters, upload a short video or draft a concept script, then execute the network collision.

A.1

Media Ingestion

Direct Video

Upload Video Clip .mp4, .mov, .webm • max 100MB • ≤90s

Drag video file here or click to browse Supports Instagram Reels, TikTok, YouTube Shorts

A.2

Concept Script Composer

Text Mode

Video Concept / Script Description Hook • Core Value • CTA

A.3

Audience Network Topology

Synthetic Cohort

Target Audience Scenario

Cohort Size (20–250)

Simulation Seed

Execution Engine Mode

Phase 02 // Neural Telemetry

Simulation Diagnostics

Method Provenance: pending

Chamber Idle • Ready for Collision

Upload a video file or write a concept brief above, then click "Run Simulation Collision" to compute the synthetic network propagation.

ViralScope Readiness Index Heuristic Diagnostic

-- / 100

Provisional weighted assessment across 5 behavioral gates. Not guaranteed view counts.

Simulated Network Reach Cascade Horizon

-- / 100

synthetic personas reached in this scenario cohort

Shares Created --

Total Exposures --

Cascade Rounds --

Multi-Round Affinity Physics

Synthetic Audience Propagation Graph

Interactive 2D physics simulation. Edges denote synthetic psychographic affinity; node colors track exposure and viral sharing cascade.

Round: 1 0 reached

Simulation Speed:

Unexposed (Synthetic Prior)

Initial Pool Seed

Exposed to Content

Shared (Cascade Wave)

Interactive node radar: Click any synthetic node to inspect its psychological profile in the Audience Inspector. Values strictly reflect backend events.

Gate Attribution

Provisional Component Breakdown

v1_provisional

Weighted behavioral heuristic vectors (v1_provisional) — assessing simulated viewer retention, share intent, and engagement velocity:

Strategic Hypotheses

Actionable Improvement Hypotheses

Ranked Interventions

Prioritized testable edits with evidence citations and expected directional impact:

Controlled A/B Hypothesis Lab

Counterfactual Simulation Comparison

Time-Machine Diff

Test an edit hypothesis by rerunning the simulation against the exact same synthetic audience graph and seed. Model outputs represent simulation comparisons, not causal field experiments.

Qualitative Synthetic Response

Synthetic Persona Feedback

Audience Samples

Illustrative reactions generated from simulated persona profiles:

Server-Sent Telemetry

Simulation Event Log

0 events

Ordered server-sent timeline; UI totals match these canonical records:

Methodology & Scientific Limitations Expand Academic Notice

Scoring Version:
Graph Version:
Seed Reused:
Parent Mode / Prov:
Child Mode / Prov:

Rehearse the ripple before you drop the stone.

Analysis Cockpit

Media Ingestion

Concept Script Composer

Audience Network Topology

Content Brief

Simulation Diagnostics

Chamber Idle • Ready for Collision

Synthetic Audience Inspector

Synthetic Audience Propagation Graph

Provisional Component Breakdown

Actionable Improvement Hypotheses

Counterfactual Simulation Comparison

Comparison Results

Input Modifications

Run & Model Provenance

Output Deltas (Child vs. Parent Benchmark)

Synthetic Persona Feedback

Simulation Event Log