0:00
/
Generate transcript
A transcript unlocks clips, previews, and editing.

Digital Business Models 2025 (November 3rd, 2025)

A recording from Alex Pawlowski's live video

👥 Featuring:
Host: Alex (The Strategy Stack)

Get more from Alex Pawlowski in the Substack app
Available for iOS and Android

This session moves beyond how systems earn — to how they orchestrate.
From revenue loops to power loops: where value originates, how it flows, and who controls the interfaces that mediate it.
We zoom out from products to platforms, from pricing to participation, from systems that sense to systems that govern.


The Focus

  • How to design multi-sided platforms that evolve into living economies.

  • How liquidity, governance, and value exchange create platform compounding.

  • How AI-driven aggregators rewrite distribution and reshape power.

  • How to build resilience when the interface — not the product — owns the demand.


Why Platform Power Replaces Product Power

Linear businesses scale by selling more.
Platform businesses scale by enabling others to sell, connect, and create.

Power is now architectural:

  • Network effects turn participation into acceleration.

  • Liquidity turns potential into realized value.

  • Governance aligns incentives and trust.

  • Value exchange defines fairness and sustainability.

“Strategy in 2025 is no longer about what you sell — it’s about what your system sustains.”


Core Framework — The Platform Power Loop

1. From Products to Platforms

Map the participants first — creators, consumers, developers, partners.
Features come second. The stage is more valuable than any single act.

Best practices

  • Treat platform design as system design.

  • Focus on quality of participation (open rates, match rates) over vanity metrics.

  • Sequence sides — seed supply, then turn on demand.

  • Design for a living economy, not just a large user base.


2. Cross-Site Network Effects — The Amplification Layer

When more participants on one side make the platform more valuable for the other, you have a loop — not a funnel.

Example:
Developers → better GPTs → happier users → more developers.

Benchmarks

  • ~1,000 active participants per side

  • 20%+ repeat rate = network effect is real, not theoretical

Best practices

  • Seed supply in tight niches.

  • Measure repeat rate per side.

  • Declare network effects only at density, not at hype.


3. Liquidity — The Pulse of Platform Health

Network effects are theory; liquidity is practice.
It’s how many matches, connections, or transactions actually happen — and how fast.

Examples

  • Uber → 90% of rides confirmed < 30 seconds.

  • Shopify → app installs and retention per merchant.

  • B2B platforms → time-to-match < 24h.

Best practices

  • Define your liquidity formula: successful / possible.

  • Track time-to-match as a primary KPI.

  • Incentivize teams on match rate, not just user growth.

  • Don’t scale low-liquidity categories or regions.


4. Governance — Incentives Beyond Rules

Governance ≠ bureaucracy. It’s the design of power and visibility inside your ecosystem.
Who ranks higher? Who shares in revenue? Who decides what “quality” means?

Evolution

  • Governance 1.0 → attract partners

  • Governance 2.0 → enforce quality

  • Governance 3.0 → satisfy regulators

Best practices

  • Publish clear partner and creator rules.

  • Tie visibility and revenue to quality metrics.

  • Version governance like APIs.

  • Review incentives annually for symmetry.

“Most platform failures are incentive failures. Governance prevents them.”


5. Value Exchange — The Architecture of Fairness

Healthy ecosystems have a value ledger:
“I give X, I get Y.”

Examples

  • Amazon → sellers trade margin for reach.

  • Figma → creators trade assets for audience.

  • OpenAI → developers trade usage data for model access.

Transparent splits accelerate growth by ~40%.
People don’t need bigger cuts — they need to understand the deal.

Best practices

  • Make the value ledger explicit in product UX.

  • Offer non-monetary value (data, reach, insight).

  • Rebalance as dependency grows.

  • Communicate all changes early.


6. Aggregation — The New Distribution Law

If platforms organize supply, aggregators orchestrate demand.

In 2025, AI interfaces are the new choke points:
ChatGPT, Perplexity, Gemini, Google, Amazon, ByteDance.
They don’t own supply — they own where intent begins.

Strategic questions

  • Can we be the interface?

  • If not, can we be the interface’s preferred structure?

Best practices

  • Map “intent surfaces” (where users start).

  • Optimize to be selected by interfaces.

  • Structure content and data for machine consumption.

  • Think flow control, not market share.

“Owning intent now outweighs owning inventory.”


7. Disintermediation & Dependency Loops

The old chain — producer → distributor → retailer → consumer —
is collapsing inward to consumer → aggregator → everyone else.

If your strategy is “sit in the middle and take a cut,” check your defenses.
AI shortens every distance between signal and sale.

Best practices

  • Identify who owns intent in your chain.

  • Build moats that aggregators can’t replicate (data, community, service).

  • Negotiate data-back clauses.

  • Avoid building businesses replaceable by a single prompt.


8. Platform Risks — Surviving Power

  1. Disintermediation: users bypass you.

  2. Regulatory heat: you become infrastructure, not startup.

  3. Dependency loops: one model update breaks your access.

Resilience Principles

  • Watch off-platform behavior early.

  • Diversify models and providers.

  • Bake compliance and transparency into product, not paperwork.

  • Raise the on-platform value floor continually.

“The post-platform era is beyond power — it’s about survivable power.”


Reflection Prompts

  • Which side of your platform drives true value — and which side extracts it?

  • Where is your liquidity bottleneck right now?

  • What rules or incentives build trust instead of control?

  • Who owns the interface between your users and your value?

  • How modular is your system when your dependencies shift?


Key Takeaways

  • Network effects aren’t a strategy — they’re a result of good sequencing, liquidity, and governance.

  • Liquidity beats vanity. Usable connections > total users.

  • Governance is the new moat. Incentive design lasts longer than product design.

  • Aggregation trumps ownership. Whoever owns intent owns the economy.

  • Composability = resilience. Survive by being swappable, portable, transparent.

  • AI agents mark the shift from attention to intention.

“Platforms build ecosystems. Aggregators orchestrate them.
The next advantage is architectural — not algorithmic.”

Article content

Hit subscribe to get it in your inbox. And if this spoke to you:

➡️ Forward this to a strategy peer who’s feeling the same shift. We’re building a smarter, tech-equipped strategy community—one layer at a time.

Let’s stack it up.

A. Pawlowski | The Strategy Stack

Discussion about this video

User's avatar

Ready for more?