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Research • The Platform Transparency Series
The Platform Transparency Series
Nine pieces that go inside the platforms people earn from: what each one takes, what it asks for before it pays, and how it decides who earns.
A platform’s own dashboard is honest about one thing: itself. It shows what it paid, not what it kept, and never what the arrangement costs you across everything else you earn from. This series takes the platforms one at a time and reads them from the earner’s side. For the same picture as a dataset, see the platform fee comparison.
What the platform takes
Every fee between the price a customer pays and the money that reaches the earner, platform by platform.
Fee Investigation 1
How Much Does YouTube Actually Pay? The Fee Layers Between AdSense and Your Bank Account
YouTube pays 55% of long-form ad revenue and 70% of memberships and Super Chat, before up to 30% US withholding on US-source income. This guide walks every deduction layer between the advertiser payment and your bank account, and shows what you actually keep.
Fee Investigation 2
How Much Does Upwork Take? What Freelancers Really Keep After Fees, Connects and VAT
It is not a flat 10%. Upwork charges a variable 0–15% per contract, and Connects, Boost fees, VAT on platform fees and currency conversion spreads push the real cost higher again. This guide shows what freelancers actually keep on every pound and dollar billed.
Fee Investigation 3
How Much Does Uber Take From Drivers? Gross Fares, Fees and What You Actually Keep
Uber's service and booking fees typically take 25–30% of gross fares before anything reaches your bank account. This guide breaks down each deduction for rideshare and delivery drivers worldwide, the vehicle deduction most drivers under-claim, and why the bank deposit is the wrong number to build a tax return from.
Fee Investigation 4
How Much Does Etsy Take? The Full Fee Stack Eating Seller Margins
Etsy's 6.5% transaction fee is one of at least four simultaneous charges, and the effective rate reaches 25.3% on an Offsite Ads sale. This guide breaks down listing fees, payment processing, Offsite Ads mechanics, marketplace tax pass-throughs, cost of goods sold, and how Etsy compares to Amazon and Shopify for sellers in every market.
Fee Investigation 5
How Much Does Airbnb Take From Hosts? Fees, Pass-Throughs and What You Actually Keep
Airbnb's 3% fee only applies under the split-fee model — host-only hosts pay 14–16%. This guide breaks down both fee structures, cleaning fee pass-throughs, occupancy tax mechanics, mortgage interest restrictions, capital gains exposure on primary residences, and jurisdiction-specific tax rules across six continents.
Fee Investigation 6
How Much Does Gumroad Take? The 10% Fee, the 30% Discover Rate and What Reaches You
Gumroad takes 10% on your own traffic and 30% on Discover sales, with PayPal withdrawal costs on top. This guide breaks down the Merchant of Record model, how VAT is handled globally, the Discover fee trap, income recognition for subscriptions, and how Gumroad compares to Lemon Squeezy and selling direct.
How the platform behaves
What a platform asks of you before it pays you, what its systems do to the people who depend on it, and which game it is really running.
Platform Behaviour 1
The Platform Friction Crisis
The hidden "Identity Tax" on the 435M people powering the platform economy. Why friction is the silent killer of digital communities in 2026.
Platform Behaviour 2
The AI Trained to Fight AI Slop is Catching Real Creators. Could You Be Next?
AI has become a financial noose the platform economy is trapped in. How to protect your income when the algorithms turn on their own creators.
Platform Behaviour 3
YouTube (Intent Economy) vs TikTok (Attention Economy): Which Game Are You Playing?
The attention economy is a lottery — one outlier per decade. The intent economy is an investment fund. Which game are you building in?
The fee figures in this series come from the same dataset behind our statistics pages and the white paper. Platform fees change without notice, so each piece date-stamps what it used and links to the platform’s own fee page.