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As a business model dork, I’m fascinated by the labels we place on monetization structures characterized by network effects and middlemen.
The three most common labels thrown around for such businesses are Marketplaces, Platforms, and Aggregators.
All of them make money by collecting a fee, often called a take rate, for connecting multiple sides, which is determined by the level of value they provide across three vectors: payment responsibility, demand generation, and required resources.
At the risk of wasting my breath, I’m going to take a gaggle of businesses try to put them into mutually exclusive buckets. Then I’ll promptly argue the counter position (against myself) as to why this is a fools errand in the first place.
Let’s get funky.

I never realized there was a goat in the music video until now.
My (simple) definitions
Marketplace: Middlemen who actively facilitate liquidity on two sides, aid in discovery, and handle payment.
Platform: Middlemen who offer tools for content creation and a centralized location for supply to live.
Aggregator: Middlemen who serve as a search engine across disparate supply, and often maintain a valuable data catalogue.
What they all have in common
Middlemen
Take Rates
Network Effects
A minimum of two sides they have to connect
Classifications (?)

Where they differ
I look at the four main factors below when comparing the three business models. Here are some relative stack rankings. They are by no means iron clad characteristics.
Payment responsibility: Marketplaces > Platforms > Aggregators
Demand generation: Marketplaces > Aggregators > Platforms
Required resources: Marketplaces > Platforms > Aggregators
Take rates: Marketplaces > Platforms > Aggregators

Payment
The main difference between the three models is who is in charge of payment. Marketplaces generally play an active role in the transaction itself, while platforms, and especially aggregators, are less likely to step into the oncoming traffic that is payment flow.
There are no ironclad definitions of either model, and many companies use the terms marketplace and platform interchangeably.
Most industry experts, however, draw the line at the checkout: a marketplace plays a direct role in the transaction itself, from managing payments to ensuring that the product or service is delivered. A platform connects buyers and sellers, but typically steps aside when it’s time to finalize the sale.
In the physical world, it’s the equivalent of shopping in a grocery store (marketplace) versus a farmer’s market (platform).
-Michelle Vautier is the VP of Payments & Risk at Patreon
A marketplace has both the benefit and responsibility of controlling the payment process, whether it does so directly or via a third-party service. A platform brings together buyers and sellers—and provides tools that enrich the experience—but it generally does not play a direct role in the final steps of a transaction.
Demand gen
I’d add that a second major factor is the amount of demand the intermediary generates for suppliers.
For example, you don’t go to Patreon to poke around for new comedians. You go to Patreon because your favorite comedian tells you they are uploading content there. Patreon drives limited demand for it’s creators.
However, you go to GOAT to poke around for shoes, not because Nike told you they had Zoom Alpha Flies there. You go to GOAT because you know they have curated shoes that are hard to find elsewhere. GOAT drives demand for Nike.
Cameo is somewhere in the middle. You may go to the site because you know your best friend loves a specific B list celebrity from a 2017 reality show. You may also go because you know Cameo probably has someone funny you can find for a bargain to say happy birthday. It goes both ways.
Required resources
A third major factor is the required resources to get the network up and running - people and money.
Paul English, Founder of Kayak.com, was asked by Guy Raz on How I Built This if they feared Orbitz.com. His response:
Paul: They were different flavors than us. They were a merchant, but we used to say search with us, book with them. We didn't have customer support. If you're playing was late call the airline don't call us. We were literally just a thin search engine. We used on the backend, another search engine called ITA software, which later became Google flights. And my friends that I tell you used to make fun of Kayak. That said Kayak is a joke. It just sits on everyone else's technology. And all Kayak is, is a thin UI layer. And my response that was exactly.
Guy: You were the user interface on you were basically like a skin on top of a really sophisticated technology that somebody else built.
Paul: But that's where I want it to be. I want it to be the front end. And I thought that's where the innovation needed to happen.
Guy: I mean, that's, that's brilliant. So you didn't actually need to have a massive staff. Do you know how many people by 2006, 2007 were working at Kayak?
Paul: I think by the time things started growing, we were maybe 50 or 60 people. The best people, like in terms of quantitative people, stat at Kayak is when we took it public 2012, we only had 200 employees, which is pretty small for public company and we had $300 million in revenue. So it was one and a half million per employee. We were crazy profitable and fast growing because we were so lean.
Similarly, well known aggregators Zillow, Glassdoor and Yelp grab their data from other sources. Andrew Chen from A16Z points this strategy out in the Cold Start Problem. These companies use the data in innovative ways to make it instantly useful to users. But they have a head start in creating a network from scratch.
Marketplaces generally need to build out both the supply and demand side from zero, along with the technology. This requires a ton of man power on the ground to coordinate operations (think about all the vans that go around fixing bike sharing businesses in the city) plus technology.
And Platforms compete specifically on the fact that they have unique tooling that will add value for creators. They need a technological advantage to succeed.

Take rate
The fourth major factor is the amount of commission the middleman can extract from the transaction. And it’s a function of the first three characteristics we covered. Here’s an excerpt from a post we did a few weeks back on the topic:
In general, Marketplaces charge higher take rates than Platforms which charge higher take rates than Aggregators.
Before you scream - Yes, this is a total generalization. I’m sure someone could find a Platform that charges more than a Marketplace. Actually, hold my beer - I’ll do it for you: OnlyFans, a Platform, charges ~20%, while Etsy, a Marketplace, charges ~8% .
But here are some general ranges:
Marketplaces generally charge 10% to 30%
Platforms generally charge 5% to 15%
Aggregators typically charge between 0.5% and 5%
Financial Profiles
Maybe where the rubber really hits the road is when you compare the margins and efficiency profiles of each business model. My friend Jas over at Trendline HQ made the wonderful graphic below, illustrating how while aggregators have better gross margins to deliver their services, marketplaces and platforms generate more revenue per employee.

Conclusion
One model is not inherently better than the other. And it’s actually hard to put any business with network effects and multiple parties into just a single, mutually exclusive bucket.
I asked James Currier, Partner at NFX as much on Twitter.
He pointed out that putting businesses into one bucket (like I’ve attempted to do) misses the point:
In fact, certain businesses oscillate between the three groups depending on their most recent strategy to retain supply and demand.
Patreon has shifted strategy, no longer acting as a marketplace connecting fans and creators but as a SaaS platform with a suite of tools for creators. Rather than viewing its fees as a marketplace rake, a better analogy is to the commission model akin to that of a talent manager, agent or record label.
-Eric Peckham, Tech Crunch
So call a business what you want - Marketplace, Platform, Aggregator, Pink, Zebra, or Toaster. At the end of the day it matters if they are able to solve a problem efficiently by using technology to deliver a service or product while increasing the overall size of the pie, rather than just rent seeking.
Smart stuff I read at 2AM
Take rates - Lenny’s Newsletter
What’s a take rate - Applico
Are you a platform or marketplace - Fin
Ecommerce marketplaces vs platforms - Litcommerce
Types of aggregators - The Business Professor
Frequency vs Price - Airdev.co
Kayak.com story - How I Built This
Quote I’ve been pondering
“Sometimes you have to let the silence do the talking”
-Katie Couric, American Journalist
Mostly Archives
Mostly middlemen - more on marketplaces, take rates, and network effects
Building finance teams - how startup finance departments evolve over time
Renewal vs retention rates - what’s the difference between the two







