myosin / swarm prediction

■ SWARM PREDICTION ENGINE

The prediction layer for modern creative

Simulate audience reactions with multi-agent swarms. Get an optimized brief, example creatives, and buyer personas before you spend a dollar.

swarm-prediction

$ swarm predict --brief "GLP-1 supplement for CrossFit athletes"

Initializing swarm prediction engine...

AGENTS DEPLOYED 200 across 12 cycles

80 Silent Majority, 24 Early Adopters, 20 Skeptics, 16 Provocateurs

SCENARIO ANALYSIS 4,847 events

✓ Tipping point at cycle 4

✓ Skeptics convert via social proof cascade

⚠ Backlash risk: "natural ozempic" framing

PREDICTION

Consensus: 72% positive

Virality: HIGH (Adopter → Bridge cascade)

TOP RECOMMENDATIONS

→ Lead with athlete testimonials, not science claims

→ Reddit converts 2.4x faster than Twitter

→ Avoid "ozempic alternative" — triggers backlash

$ _

BUILT ON

Modal GPUNeo4j GraphRAGNeural AnalysisOASIS Simulation

CAPABILITIES

Three systems. One intelligence.

01

Neural Creative Analysis

Score content against 8 brain regions. Visual cortex, reward circuit, amygdala, hippocampus, prefrontal cortex, temporal lobe, mirror neurons, anterior cingulate. Each returns a score and plain-language explanation.

02

Swarm Simulation

200 AI agents with distinct archetypes and social behaviors react to your campaign across simulated platforms. Identify tipping points, sentiment trajectories, and viral content before you spend.

03

Optimized Simulation Brief

Every simulation produces an actionable brief: messaging framework, platform strategy, deployment timeline, buyer personas, and example creatives. Hand it to your team and execute.

PRICING

Simple, transparent pricing

First scan is free. No credit card required.

Free

$0

forever

1 neural scan
Dashboard access
Full breakdown

Starter

$25

/month

50 credits
40 scans/month
5 simulations
Optimized briefs

POPULAR

Pro

$75

/month

200 credits
200 scans/month
20 simulations
A100 neural scoring
Creative generation

Enterprise

$249

/month

1000 credits
Unlimited scans
100 simulations
Video rendering
API access

Start predicting outcomes

Your first neural scan is free.

myosin / swarm prediction

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First neural scan is free. No credit card.

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New Prediction

Launch a swarm simulation from your campaign brief

01 BRIEF

02 CONFIGURE

03 LAUNCH

START FROM A TEMPLATE

Loading templates...

PROJECT NAME

⇧

Drop a document here or click to upload

PDF, DOC, TXT, MD — we extract the brief automatically

OR WRITE YOUR BRIEF

Campaign Brief

Target Audience

Industry

Campaign Objective

Agent Count

Simulation Cycles

OPTIONS

Run scenario comparison

Tests 3 messaging variants against the swarm

Generate example creatives

AI-generated carousel and video storyboard from the brief

Identify buyer personas

Surface top responder profiles with targeting data

SIMULATION SUMMARY

Brief-

Audience-

Agents200

Cycles12

ScenariosYes

CreativesNo

Buyer PersonasYes

Estimated Time~12 min

Credit Cost20 credits

Dashboard

Simulation history

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Neural Lab

Neural creative scoring — single or bulk analysis

BULK CREATIVE UPLOAD

⇧

Drop creatives here — text files, images, or CSV with multiple lines

Each file or line scores separately. Bulk results ranked below.

SINGLE CREATIVE ANALYSIS

CONTENT

CONTEXT

TYPE

RECENT SCORES

Scores appear here after analysis.

Neural Response Guide

What each brain region score means for your creative

Visual Cortex

OCCIPITAL LOBE

How strongly visual imagery activates pattern recognition. High scores mean strong scroll-stop potential. Low scores mean the visual will not register in a feed.

TIP: Use contrast, faces, unexpected compositions

Reward Circuit

VTA + NUCLEUS ACCUMBENS

Dopamine anticipation response. Drives desire and click-through. This is the "I want that" signal in the brain.

TIP: Create curiosity gaps, show transformation

Amygdala

MEDIAL TEMPORAL LOBE

Emotional alarm system. Fear, excitement, urgency. High amygdala means high initial attention but can cause negative association if overused.

TIP: Use tension but always resolve it

Hippocampus

MEDIAL TEMPORAL LOBE

Memory encoding strength. Will they remember this tomorrow? Distinctive hooks and narrative create lasting engrams. Familiar content gets forgotten.

TIP: Be unexpected. Familiar = forgettable

Prefrontal Cortex

DORSOLATERAL PFC

Rational evaluation and decision-making. Engages when the viewer is actively considering a purchase or weighing options.

TIP: Pair emotional hooks with logical proof points

Mirror Neurons

PREMOTOR + IFG

Empathy and self-identification. "I see myself in this." The strongest single driver of shareability and social proof response.

TIP: Show relatable people in authentic situations

Temporal Lobe

WERNICKE'S AREA + STG

Language processing depth. How well your copy registers semantically. Complex narrative scores high; generic phrases score low.

TIP: Short punchy for ads, rich narrative for long-form

Anterior Cingulate

ACC — ERROR DETECTION

Conflict detection and curiosity. The "wait, what?" that stops the scroll. Cognitive dissonance forces the brain to engage.

TIP: Challenge assumptions. Contradict conventional wisdom

API Documentation

Programmatic access to Swarm Prediction

BASE URL

https://swarm.myosin.io/api/v1

AUTHENTICATION

Include your API key in every request header:
X-API-Key: mf_your_key_here

ENDPOINTS

POST /auth/signup — Create account
POST /auth/login — Get API key
GET /account — Account info + credits
POST /score — Neural score content
POST /simulate — Launch simulation
GET /simulate/{run_id} — Get results
GET /simulations — List all sims
POST /parse-doc — Extract brief from document
POST /generate-creatives — Generate ad variants
POST /compare-scenarios — 3 strategy comparison
POST /agent-chat — Talk to an agent
GET /templates — List simulation templates
GET /scores — Score history
GET /history/compare — Historical comparison
POST /billing/checkout — Stripe checkout
POST /billing/credits — Buy credits

EXAMPLE: SCORE CONTENT

curl -X POST https://swarm.myosin.io/api/v1/score \
  -H "Content-Type: application/json" \
  -H "X-API-Key: mf_your_key" \
  -d '{"content": "Your gut is lying to you", "content_type": "headline"}'

Account

Plan and billing

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The prediction layer for modern creative

Three systems. One intelligence.

Neural Creative Analysis

Swarm Simulation

Optimized Simulation Brief

Simple, transparent pricing

Free

Starter

Pro

Enterprise

Start predicting outcomes

Platform

Company

New Prediction

Dashboard

Neural Lab

Neural Response Guide

Visual Cortex

Reward Circuit

Amygdala

Hippocampus

Prefrontal Cortex

Mirror Neurons

Temporal Lobe

Anterior Cingulate

API Documentation

Account

Swarm Support