Anti-grind · Brier-scored · Fiduciary-by-default

The creator operating system built for calibration, not clout.

COMPASS tracks every decision that shapes your creative career — niche, platform, brand deals, pivots — and scores you on calibration. AI Content Studio. 24-axis Deal Intelligence. Burnout floor that cannot be disabled. Know when to rest before you crash.

Start calibrating →See how it works

Decision categories

Deal eval axes

50+

Features

All

Brier-tracked

Active Decision

Should I launch a paid community?

Collab

Calibrated probability70%

Resolution

✓ Correct

Brier score

0.18

Grade

Good

Content Score — next post

Hook

Trend

Format

Overall

Burnout floor

Next protected rest: Thursday 2pm

How it works

Five phases. One compounding track record.

Log

Before you commit, set your calibrated probability (0–100%). Niche, platform, brand deal, pivot — every career-shaping call belongs here.

Score

COMPASS scores your prediction accuracy with Brier loss at resolution. Patterns surface in your scoreboard. Know if you're good — or just lucky.

Act

Content AI generates hooks, scripts, and titles. DealEvalScore grades every brand deal on 24 axes. The AI Coach frames every hard choice.

Measure

Leading vs. lagging indicators. Revenue attribution. Audience quality score. Unified analytics across every platform — one source of truth.

Compound

Your public Brier ledger accrues. Calibration compounds over decisions. The creators who last aren't the loudest — they're the most honest.

AI Content Studio

Every content decision, scored before you publish.

Six AI tools built on multi-LLM panels. Hook quality, trend signals, format fit — all Brier-tracked so you know if the AI is actually helping.

⚡

AI Hook Generator

Multi-LLM panel generates 12 hook variants, ranked by predicted engagement. Independence-scored to surface the highest-signal hooks.

📈Early signal

Trend Intelligence

Detects rising trend signals 48–72h ahead of peak. Platform-specific. Scored for format fit against your historical content patterns.

🎯

Content Prediction Score

Every piece of content gets a pre-publish score: hook quality, trend relevance, format fit. Calibrated against your past performance.

⚗️

Content Atomizer

Breaks one long-form piece into 8–12 distribution-ready formats across platforms. Maintains message integrity. Refuses engagement-maxxing distortions.

📝

Script Builder

AI-assisted scripting with Trustee guardrails. No manufactured urgency. Pacing scored against audience retention curves from your analytics.

🖼️

Title/Thumbnail A/B Analyzer

Multi-variant title and thumbnail analysis. Predicted click-through scored against platform benchmarks. Brier-tracked at resolution.

Live Content Score — “Why I quit daily posting”

Hook Quality

Trending Signal

Format Fit

Overall Score

Scores calibrated against your 90-day performance history. Brier-tracked at 30d post-publish.

Brand Deal Intelligence

24-axis deal evaluation. Fiduciary-by-default.

COMPASS evaluates every brand deal against 24 axes including audience alignment, long-term reputation risk, and financial fairness. No GMV incentives — your long-term flourishing is the optimization target.

◈

DealEvalScore 24-axis

Audience fit, brand safety, financial fairness, reputation risk, exclusivity cost — scored and weighted.

💰

Rate Card Generator

AI-computed rate floor based on your engagement quality, niche CPMs, and audience purchase power.

🤝

Negotiation Coach

Multi-LLM panel generates negotiation playbooks and counter-offer scripts, calibrated to your tier.

🛡️

Brand Safety Score

Brand history, controversy flags, category conflicts, and audience backlash probability — pre-evaluated.

⛔

Trustee Refuse-Flag

Automatically flags deals with GMV-driven incentive misalignment, fake-scarcity requirements, or dark-pattern ask.

Deal Evaluation

TechMate

Leading indicators, not lagging vanity metrics.

Most creator analytics show you what already happened. COMPASS separates leading signals (early retention, share velocity, comment sentiment) from lagging ones (views, followers) — so you can act before the data is stale.

Unified Analytics

All platforms in one dashboard. No tab-switching. Cross-platform trend detection surfaces signals that single-platform views miss.

Leading vs Lagging

Retention curve at 2min predicts final watch time. Early comment sentiment predicts share rate. Act 48h before the data confirms.

Cohort Analysis

Track how audiences from different content types, eras, and channels compound differently over 30/60/90 days.

Revenue Attribution

Which content drives actual revenue — not just views. Attribution across brand deals, digital products, subscriptions, affiliate links.

Creator KPIs

8 calibrated KPIs including Audience Quality Score, Content Longevity Index, Revenue per Engaged Fan, and Brier Calibration Score.

Audience Quality Score

Depth-over-breadth index. High follower count with low engagement quality scores lower than smaller accounts with loyal audiences.

Revenue Intelligence

HHI-scored diversification. LTV-predicted longevity.

Revenue concentration is the #1 hidden risk for full-time creators. COMPASS uses the Herfindahl-Hirschman Index to score your revenue diversification and alert when you're dangerously concentrated.

📊

HHI Diversification Score

Real-time Herfindahl-Hirschman Index on your revenue streams. Score 0–10,000. Alert fires at HHI > 3,500 (high concentration).

🗺️

Monetization Path Optimizer

Ranks your next 5 monetization moves by predicted ROI, audience fit, and implementation cost. Evidence-anchored, not generic advice.

💳

Subscription Pricing Engine

AI-computed pricing bands for paid communities, newsletters, and digital products — benchmarked against comparable creator tier CPMs.

📈

LTV Predictor

Lifetime value projection for each audience segment. Informs content investment decisions and platform prioritization.

⏱️

Digital Product Launch Timing

Scores the optimal launch window for digital products based on audience engagement cycles, seasonal trends, and your Brier track record on past launches.

🔗

Affiliate Compatibility Scorer

Rates affiliate opportunities by audience purchase intent, category alignment, and long-term trust cost. Refuses low-quality affiliate stacks.

Network Intelligence

Independence-scored collabs. Reciprocity tracked.

Audience overlap analysis surfaces collabs where audiences are truly independent — not just different accounts of the same people. Independence-scored using Jaccard similarity. Reciprocity tracked so you always know who owes whom.

Collaboration Opportunity Scorer

Scores potential collaborators on audience fit, reach delta, reciprocity history, and brand alignment. Ranks by expected net-new audience acquisition.

Audience Overlap Analysis

Independence-scored

Jaccard-scored audience independence between you and potential collaborators. Prevents collab echo chambers. Target: independence score > 0.60.

Reciprocity Tracker

Tracks the give/get balance of every relationship. Surfaces when relationships have drifted into extractive patterns before they damage reputation.

Community Health Score

Measures the health of your comment sections, Discord, and paid communities across 6 dimensions: toxicity, engagement depth, reciprocity, growth, retention, sentiment.

Creator Ecosystem Map

Visualizes your position within your niche network. Identifies bridge nodes (connectors between sub-niches) and influence bottlenecks.

Collab ROI Predictor

Brier-tracked

Pre-collab prediction of net-new reach, audience retention rate post-collab, and revenue attribution. Brier-tracked at 90 days.

Platform Algorithm Intelligence

Algorithm changes detected before they cost you reach.

Algorithm Change Detector

Statistical breakpoint detection on your reach/impression ratios. Fires when the signal suggests an algorithm update — before it's announced.

Posting Time Optimizer

Per-platform, per-format optimal posting windows — derived from your audience's engagement patterns, not generic recommendations.

Format Lifecycle Tracker

Identifies where each content format is in its lifecycle: emerging / growth / saturation / declining. Routes you toward emerging formats before they peak.

Platform Diversification Health

HHI-scored platform concentration. Fires when too much of your reach is single-platform dependent. Recommends migration paths when signals deteriorate.

Cross-Platform Arbitrage

Surfaces content opportunities that perform well on under-monetized platforms (e.g. Pinterest, LinkedIn) for your specific niche and audience demographic.

Platform Dependency Risk

Scores each platform relationship by dependency risk: API stability, policy change frequency, monetization reliability, algorithm predictability.

Creator Health System

Burnout floor: always on

The only tool with a creator health floor you can't disable.

COMPASS monitors 8 life axes — not just your content output. The burnout alert is architectural, not a setting. It cannot be skipped, snoozed, or overridden by any plan tier.

Burnout Alert

Always on

Cannot be disabled. Monitors output cadence, signal-to-noise ratio, sleep pattern drift, and sentiment decay. Blocks calendar when threshold exceeded.

Creative Block Pattern Recognition

Identifies recurring creative block patterns from decision log entries. Surfaces root cause analysis — deadline pressure, audience anxiety, financial stress.

Longevity Probability Score

Evidence-based probability of remaining a full-time creator in 12/24/36 months given current trajectory. Sobering. Actionable.

Work-Life Boundary Enforcement

Calendar-integrated boundary protection. Refuses to schedule content obligations during protected recovery time.

Energy Forecast

7-day forward energy model based on historical cadence patterns, scheduled obligations, and creator lifecycle stage.

AllFacetsAudit (8 axes)

Physical · Mental · Creative · Financial · Social · Relational · Purposeful · Distribution — scored quarterly. Not engagement metrics — life metrics.

AllFacetsAudit — Q2 2026

Physical72

Mental58

Creative84

Financial67

Social79

Relational88

Purposeful91

Distribution63

Burnout risk

Moderate — Mental axis below 60

AI Creator Coach

Multi-LLM panels. Trustee fiduciary. Evidence-anchored.

Hard creator decisions get routed to a multi-LLM panel — not a single AI. Independence-scored. Counter-thesis generated. Trustee-fiduciary by default. No fake cheerleading. No survivorship bias.

🧠

Claude-Powered Creator Advisor

Kadeem-trained on creator economics, NEXUS doctrine, and Brier calibration. Refuses generic advice. Cites prior decisions in your log.

🔲

Decision Framing Mode

Structures ambiguous decisions into falsifiable hypotheses with explicit probability estimates before any advice is given.

↩️

Counter-Thesis Generator

Multi-LLM panel generates the strongest case AGAINST your preferred option. Independence-scored. Prevents confirmation-bias decisions.

🎯

Goal Progress Coach

Evidence-anchored progress tracking. Refuses fake encouragement. Surfaces the delta between stated goals and revealed preferences in your decision log.

⚡

Friction-Removal Nudge

Detects when friction (procrastination, decision fatigue, analysis paralysis) is blocking high-probability moves. Routes to minimum-viable next action.

Multi-LLM Panel — “Should I leave YouTube for Substack?”

GPT-4o

Cautious — 38% yes

Revenue concentration risk. Current YT monetization too central to monthly income.

Claude Sonnet

Bullish — 72% yes

Audience quality metrics suggest 3.2× higher LTV on newsletter subscribers historically.

DeepSeek-R1

Conditional — 55% yes

Only if YT drops below 40% of revenue within 6 months via diversification, not departure.

Panel consensus: Weak-Yes · Independence score: 0.68

Models meaningfully disagree — decision routed to Pro panel for deeper analysis.

The Brier Scoreboard

Most creators optimize for engagement. COMPASS optimizes for calibration.

Your Brier score tells you if you're actually good at predicting your creative career — not just lucky. Lower is better. Perfect foresight = 0.

DecisionProbabilityOutcomeBrier Score

Launch paid community70%✓ Correct0.18

Move to long-form video55%✓ Correct0.20

Accept brand deal ($8k)80%✓ Correct0.04

Post daily for 90 days60%✗ Incorrect0.64

Brier score = (probability − outcome)². Range: 0 (perfect) to 1 (maximally wrong). Scores ≤ 0.25 = calibrated · ≥ 0.50 = overconfident.

Full feature set

50+ features across 8 intelligence pillars.

✦

Content AI

▸AI Hook Generator
▸Trend Intelligence
▸Content Prediction Score
▸Content Atomizer
▸Script Builder
▸Title/Thumbnail A/B Analyzer
▸Format Lifecycle Tracker
▸Content Calendar Optimizer

◈

Deal Intelligence

▸DealEvalScore 24-axis
▸Rate Card Generator
▸Negotiation Coach
▸Brand Safety Score
▸Trustee Refuse-Flag
▸GMV Bias Detector
▸Historical Deal Database
▸Contract Risk Scanner

◎

Analytics

▸Unified Analytics Dashboard
▸Leading vs Lagging Indicators
▸Cohort Analysis
▸Revenue Attribution
▸Creator KPIs
▸Audience Quality Score
▸Retention Curve Analysis
▸Growth Decomposer

◇

Revenue

▸Revenue Diversification Score (HHI)
▸Monetization Path Optimizer
▸Subscription Pricing Engine
▸LTV Predictor
▸Digital Product Launch Timing
▸Affiliate Compatibility Scorer
▸Commerce Platform Selector
▸Commerce Dark-Pattern Refusal

◉

Network

▸Collaboration Opportunity Scorer
▸Audience Overlap Analysis
▸Reciprocity Tracker
▸Community Health Score
▸Creator Ecosystem Map
▸Independence-Scored Cross-Promo
▸Collab ROI Predictor
▸Network Brier Ledger

▣

Platform

▸Algorithm Change Detector
▸Posting Time Optimizer
▸Format Lifecycle Tracker
▸Platform Diversification Health
▸Cross-Platform Arbitrage
▸Platform Dependency Risk Score
▸New Platform Early-Signal Detector
▸Archive vs. Active Signal

♡

Health

▸Burnout Alert (cannot be disabled)
▸Creative Block Pattern Recognition
▸Longevity Probability Score
▸Work-Life Boundary Enforcement
▸Energy Forecast
▸AllFacetsAudit (8 axes)
▸Stress Event Logger
▸Recovery Protocol

◈

AI Coach

▸Claude-Powered Creator Advisor
▸Decision Framing Mode
▸Counter-Thesis Generator
▸Goal Progress Coach (evidence-anchored)
▸Friction-Removal Nudge
▸Multi-LLM Panel Consensus
▸Calibration Coaching
▸Trustee Fiduciary by Default

Comparison

COMPASS vs the field.

Other tools optimize for your GMV or their retention. COMPASS optimizes for your flourishing.

Feature	COMPASS	ChatGPT	Taplio / Hypefury	Aspire / Whalar	Sprout Social
Calibrated prediction (Brier) tracking	✅ Full ledger	❌	❌	❌	❌
Burnout prevention floor	✅ Architectural	❌	❌	❌	❌
Deal evaluation with fiduciary duty	✅ 24-axis	❌	❌	❌ GMV-driven	❌
Multi-LLM panel decisions	✅	❌	❌	❌	❌
Public Brier ledger	✅	❌	❌	❌	❌
Content AI generation	✅	✅	Partial	❌	❌
Revenue intelligence	✅ Full HHI	Partial	❌	❌	❌
Network intelligence	✅	❌	❌	Partial	Partial
Commerce dark-pattern refusals	✅ 8 architectural	❌	❌	❌	❌
Creator health monitoring	✅ Mandatory floor	❌	❌	❌	❌

8 decision categories

Every dimension of your creator career, tracked.

NichePlatformCadenceContentCollabDealsLocationPivot

Who it's for

Built for the creator who wants signal, not noise.

Independent Creator

Your career, calibrated.

Log every career-shaping call before you commit. Get a Brier score on each one at resolution. Build a track record of your own judgment. Know when you're good — and when you're just lucky.

▸Niche selection
▸Platform bets
▸Content cadence
▸Brand deals & collab
▸Pivots & location moves
▸Digital product launches

Multi-LLM panel consensus.

Hard decisions get routed to a multi-LLM panel. Independence-scored. Brier-tracked. Trustee-fiduciary by default — the substrate has a duty of care to your long-term outcomes, not your engagement metrics.

▸Multi-LLM decision panels
▸Public Brier ledger
▸Trustee fiduciary defaults
▸UFMM eudaimonic floor
▸Open calibration scorecard
▸Counter-thesis generation

Pricing

Start free. Upgrade when calibration compounds.

The burnout floor is always on — every tier, forever.

Free

Get started

$0forever

Calibration basics. The burnout floor is always on.

✓5 decisions / month
✓Basic Brier tracking
✓Burnout alert (always on)
✓8 decision categories
✓Public Brier ledger

Start free →

Creator

Your prediction score is public.

Every COMPASS user has a public Brier ledger. The best-calibrated creators get featured. No follower count — just track record.

Share my calibration score →

Stop optimizing for engagement.
Start tracking calibration.

The creators who last aren't the loudest. They're the most honest about what they don't know — and they have the Brier scores to prove it.

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Free forever · No credit card · Burnout floor always on