Micro Business + Diamond Hands

Simulation Results: Micro Business + Diamond Hands

This analysis covers 3 simulations of a micro business model over 36 months.

• Business survival rate: 100%
• Mean final token price: $1.43
• Revenue share (α): 20%
• Initial participant count: 3

Business Outcomes

Despite high revenue volatility, the micro business survived in 100% of cases. The square root pricing function helped dampen price swings during spiky revenue periods.

• Mean: $261,749
• Median: $130,001
• Range: $72,762 - $582,483

The significant gap between mean and median revenue indicates a right-skewed distribution with occasional extreme successes.

Participant Performance

Behavior Analysis:

Diamond hands outperformed in this scenario, achieving 23.88x average ROI. Their refusal to exit captured full upside when the business succeeded.

Sample Narrative

So Zara started The Asset Shop back in Jan 2024, curating retro synth presets. They kicked off at around $2,289 a month—not bad for a side project.

Things got rough early though. Accidentally shipped the wrong product to a reviewer. Revenue tanked, and honestly? Most people would've given up right there.

But here's the crazy part: in Nov 2026, featured on Theo. We're talking a 12.4x spike. Zara literally thought the dashboard was broken at first.

Fast forward to today, and The Asset Shop has done over $582,483 in total revenue. Still pulling in about $233,740 a month. Zara's still running it, and the early believers who held on? They're doing just fine.

• Jan 2024: LAUNCHED at $2,289 MRR
• May 2024: A Reddit post meant as a joke somehow converted (3.9x spike)
• Jul 2024: Featured on a trending lifestyle vlogger (3.7x spike)
• Oct 2024: Stabilized at a comfortable revenue level
• Feb 2025: A single tweet from an influencer changed everything (3.0x spike)
• Mar 2026: A Reddit post meant as a joke somehow converted (4.3x spike)
• Aug 2026: Accidentally went viral for the wrong reasons (but sales are sales) (3.5x spike)
• Nov 2026: Featured on Theo (12.4x spike)
• Dec 2026: Featured on Theo (4.5x spike)
• Dec 2026: Stabilized at $233,740/month

• The Asset Shop: accidentally shipped the wrong product to a reviewer (survived, $582,483 total)
• Raj's Vintage Packs: Google algorithm update tanked organic traffic (survived, $130,001 total)
• Kai's Warm Sounds: negative review from a popular tech blogger hurt conversions (survived, $72,762 total)

Economic Observations

• Final price range: $1.19 - $1.80
• Coefficient of variation: 18.8%

The √S pricing function dampened business volatility to 19% price variation—achieving the design goal of bounded volatility while preserving price discovery.

Supply Floor (S_min = 1000): The minimum supply floor prevented price collapse in failure scenarios. Floor price: $0.25. No simulation reached the floor, indicating adequate supply cushion.

Exit Queue Mechanism: With high survival rate, exit queues typically cleared quickly. The FIFO queue processed exits from ongoing revenue without delays.

Key Findings

1. High survival rate rewards patience. Diamond hands and long-term holders outperformed reactive strategies in this scenario.

2. Early Adopter achieved highest returns (28.65x), while Committed Holder achieved lowest (18.33x).

Design Principle Check

• ✓ Early contributor reward: 26.7x ROI for month 1-2 entrants vs 18.3x for later (1.5x advantage)
• ✓ Bounded volatility: Revenue CV 87% → Price CV 19% (78% dampening)
• ✓ Floor protection: No runs hit S_min
• ✓ Exit liquidity: High survival enabled queue clearance without secondary markets

Implication: For micro businesses with similar parameters, the token system creates meaningful value for early contributors.