Flywheel-Driven Ecosystem Intelligence

Startup Ecosystem
Gravity Engine

Map your local startup ecosystem. Compound brand gravity through proven economic frameworks. Powered by Amazon's flywheel methodology.

Get Started View Methodology Get the Agent
The Engine

One Flywheel. Four Reinforcing Loops.

Inspired by Amazon's virtuous cycle (Bezos/Collins, 2001). Each loop feeds the next β€” returns accelerate with every cycle.

πŸ—ΊοΈ MAP 🎁 GIVE πŸ—οΈ TRUST πŸ“‘ SIGNAL BRAND GRAVITY
Theoretical Foundation

Built on Proven Economics

The flywheel is the spine. These frameworks are tactical heuristics applied within each loop.

Structural Holes

Burt, 1992

Bridge disconnected clusters for unique information flow. People spanning "holes" between groups access novel ideas and deal flow others can't see.

Strength of Weak Ties

Granovetter, 1973

Weak ties carry novel information across community boundaries. Reactivating dormant connections unlocks opportunities your strong ties can't reach.

Dunbar's Layers

Dunbar, 1992

5 β†’ 15 β†’ 50 β†’ 150. Different relationship tiers need different engagement cadences. Don't over-invest in the wrong tier.

Reciprocity Engine

Cialdini, 1984

Always give before you ask. Every outreach leads with value β€” share content, make intros, send signal. Track deposits vs. withdrawals.

Measurement

Input Metrics, Not Vanity Outputs

Amazon's principle: optimize controllable inputs that cause the outputs you want.

LoopInput MetricWeekly TargetWhy It Matters
Map New entities added to registry 5+ Expanding surface area = more signal sources
Give Value-first actions taken 3+ Each deposit builds social capital compound interest
Trust Inbound signals received ↑ trend The lagging indicator β€” gravity pulling people toward you
Signal New intel items surfaced 10+ More signal = smarter targeting for the next cycle
Weekly Output

Your Weekly Intelligence Brief

Every Sunday evening, the engine delivers a structured digest. Here's what it looks like:

πŸ“Š Week 12 β€” Ecosystem Digest

Jun 29, 2026

🎯 Flywheel Status

  • MAP: 7 new entities ↑ (above target)
  • GIVE: 2 actions taken β†’ (below target β€” focus here this week)
  • TRUST: 3 inbound mentions ↑
  • SIGNAL: 14 items surfaced ↑

πŸ†• New Players

  • Zephyr Ventures β€” new $40M MENA early-stage fund, based in ADGM Research
  • Sara Al-Rashid β€” ex-Careem PM, launching fintech in Riyadh Connect

🀝 Give-First Opportunities

  • Ahmed K. (VC, Tier 15) just closed Fund II β€” share congratulations + intro to your portfolio founder DM today
  • Layla M. (Accelerator, weak tie) announced new cohort β€” offer to mentor a session Email this week

πŸ“’ Reciprocity Ledger

  • Omar H. β€” 4 deposits, 0 withdrawals. Social capital ready. Ask for intro to his LP network.
Getting Started

Three Steps to Activate

The mechanism runs weekly whether you're motivated or not.

1

Seed Your Map

Paste LinkedIn profiles, X threads, or event links. The engine extracts entities, classifies them, and scores bridge potential.

2

Set the Cadence

Schedule a weekly scan (Sunday evening). The engine searches for new signals and cross-references Salesforce.

3

Execute the Actions

Each digest ends with specific actions. Do them. The flywheel compounds β€” week 12 looks nothing like week 1.

Operating Philosophy

Amazon Mechanisms Applied

This isn't a tool. It's a mechanism β€” a process that guarantees the right thing happens.

Flywheel > Funnel

Linear funnels lose momentum. Flywheels compound. Every action feeds the next cycle β€” returns accelerate over time.

Input Metrics

Don't measure "brand awareness." Measure the controllable inputs that cause brand gravity as an output.

Mechanisms, Not Intentions

A mechanism runs whether you're motivated or not. The weekly scan is automated. No willpower required.

Working Backwards

Start from the end state: you're the recognized connector in MENA. Work backwards to the weekly actions.