Spotify

OpenAI

Spotify

Spotify operates on a freemium model. The free tier is ad-supported — users listen with periodic audio and display ads.

Spotify Premium costs $11.99/month (individual) for ad-free listening, offline downloads, higher audio quality, and on-demand playback. Family ($19.99/month) and Student ($5.99/month) plans drive additional subscriptions.

Duo ($16.99/month) covers two people.

The economics are challenging by design. Spotify pays roughly 70% of revenue to rights holders — record labels, publishers, and distributors.

This means for every dollar Spotify earns, about 70 cents goes back to the music industry before Spotify pays for anything else. Gross margins have historically been around 25-28% — razor thin compared to software companies that keep 70-80%.

Podcasting was supposed to fix the margin problem. Spotify spent over $1 billion acquiring podcast companies (Gimlet, Anchor, Parcast) and signing exclusive deals (Joe Rogan for reportedly $200 million+).

The logic: podcasts don't have the same royalty obligations as music, so margins are dramatically better. Results have been mixed — podcasting revenue is growing but hasn't transformed the overall margin structure yet.

OpenAI

OpenAI makes money primarily through API access and subscriptions. The API charges developers per token (roughly per word) for using GPT models in their applications.

ChatGPT Plus costs $20/month for individual users, ChatGPT Team is $25-30/user/month, and ChatGPT Enterprise is custom-priced. Microsoft pays OpenAI licensing fees and also resells OpenAI models through Azure OpenAI Service.

OpenAI's annualised revenue ran past $13 billion during 2025 and kept climbing from there, which is the kind of growth curve that normally only exists in a pitch deck.

Spotify

Daniel Ek was a teenage tech prodigy in Stockholm who had been running web businesses since age 14. By his early twenties, he'd already made money from several ventures and retired briefly at 23 — then got bored.

Martin Lorentzon, co-founder of the digital marketing company Tradedoubler, was looking for his next venture. They met and bonded over a shared observation: people were pirating music because paying for it was terrible, not because they didn't want to pay.

In 2006, the music industry was in freefall. Napster had been shut down, but LimeWire, BitTorrent, and dozens of piracy tools had taken its place.

CD sales had dropped 40% from their peak. The record labels' strategy was suing individual downloaders — literally taking grandmothers to court for sharing files.

It wasn't working.

Ek and Lorentzon founded Spotify in 2006 with a radical proposition: make a legal streaming service that was better than piracy. Faster, easier, higher quality, and free (with ads) or cheap (with a subscription).

The technical challenge was making songs play instantly — no buffering, no lag. Ek's engineering team built a peer-to-peer caching system that made playback feel instantaneous.

They launched in Sweden in 2008, expanded across Europe, and finally reached the US in 2011 after two years of negotiating licensing deals with major labels.

OpenAI

OpenAI was founded in December 2015 as a nonprofit AI research lab. The founding donors — including Elon Musk, Sam Altman, Peter Thiel, Reid Hoffman, and Jessica Livingston — pledged $1 billion with a mission to build artificial general intelligence (AGI) that would benefit all of humanity.

The idea was that AI was too important and too dangerous to leave in the hands of Google alone.

Sam Altman became chairman while Greg Brockman (former CTO of Stripe) became president. Ilya Sutskever, one of the most respected AI researchers alive, left Google Brain to become chief scientist.

The early team was stacked with world-class researchers who published their work openly — hence "Open" AI.

But AI research turned out to be staggeringly expensive. Training large models required millions of dollars in compute.

In 2019, OpenAI created a "capped-profit" subsidiary — investors could earn up to 100x their money, but profits beyond that would flow to the nonprofit. Microsoft invested $1 billion.

The mission was still to save humanity. The method now involved making a lot of money first.

Spotify

Spotify grew by being better than piracy. The free tier was the Trojan horse — give people unlimited legal music for free, then convert them to paying subscribers over time.

The conversion rate from free to Premium hovers around 40%, which is extraordinary for a freemium product.

Playlist culture became the growth engine. Spotify didn't just offer music — it offered curation.

Discover Weekly, Release Radar, and editorially curated playlists like RapCaviar became cultural institutions. Getting on a major Spotify playlist could make an unknown artist famous overnight.

This gave Spotify power over music discovery that radio stations used to have.

International expansion was methodical and effective. Spotify launched country by country, negotiating local licensing deals and adapting content.

They're now in 184 markets. In markets where piracy was rampant (Latin America, Southeast Asia), the free tier was particularly effective — it gave people a legal alternative that felt just as good as stealing.

OpenAI

ChatGPT's launch in November 2022 was the growth strategy — it just wasn't planned that way. The team expected a modest research preview.

Instead, ChatGPT hit 1 million users in 5 days and 100 million monthly active users in 2 months, making it the fastest-growing consumer application in history. The product went viral because it felt like magic — for the first time, anyone could have a natural conversation with a machine that seemed to understand them.

The Microsoft partnership provided distribution at massive scale. Microsoft integrated OpenAI models into Bing, Office 365 (Copilot), GitHub (Copilot), and Azure.

Overnight, hundreds of millions of Microsoft users had access to OpenAI technology. Microsoft's $13 billion investment was the largest AI bet in history and gave OpenAI nearly unlimited compute.

The API created an ecosystem. Thousands of startups built products on top of OpenAI's models — from customer service bots to coding assistants to content generators.

Each API customer locked themselves into OpenAI's ecosystem, creating switching costs and recurring revenue.

Spotify

The music label dependency is structural and permanent. Universal Music Group, Sony Music, and Warner Music control roughly 70% of all music.

Spotify cannot exist without their catalogs. This gives the labels enormous leverage in licensing negotiations.

They can (and do) demand higher royalty rates, and Spotify has limited ability to push back. Spotify's margins are essentially set by the labels.

Artist relations are perpetually contentious. Taylor Swift pulled her music from Spotify in 2014 (she returned in 2017).

Artists regularly complain about low per-stream payouts — at $0.003 per stream, an artist needs roughly 350,000 streams to earn the equivalent of a minimum-wage monthly salary. The "Spotify doesn't pay artists fairly" narrative is a constant PR headache, even though Spotify has paid over $40 billion to rights holders cumulatively.

Apple Music is the premium competitor. Apple bundles Music with its hardware ecosystem and Apple One subscription.

They pay slightly more per stream and don't have a free tier diluting revenue. Apple doesn't need Music to be profitable — it's a retention tool for the iPhone ecosystem.

Spotify has to be profitable as a standalone business, which is fundamentally harder.

OpenAI

The board crisis of November 2023 nearly destroyed the company. The nonprofit board fired Sam Altman as CEO on a Friday, citing a loss of confidence.

Within 48 hours, 95% of employees threatened to quit and follow Altman to Microsoft. By Tuesday, Altman was reinstated and the board was restructured.

The incident exposed the fundamental tension between OpenAI's nonprofit governance and its for-profit ambitions — a tension it finally addressed in late 2025 by restructuring the business as a public benefit corporation sitting under the original nonprofit.

The cost of training frontier models is eye-watering. Each new GPT generation costs hundreds of millions to train.

OpenAI is reportedly spending over $7 billion annually on compute. The company is burning through cash faster than almost any startup in history, which is why it keeps raising at higher and higher valuations.

If revenue growth slows before costs stabilize, the math gets ugly.

Safety concerns are not going away. Multiple prominent researchers have left OpenAI over disagreements about the pace of development versus safety research.

Ilya Sutskever, the chief scientist who was central to the board's decision to fire Altman, left in 2024 to start a safety-focused AI lab. The public debate about whether OpenAI is moving too fast — and whether its safety commitments are genuine — grows louder with every capability improvement.

Spotify

Spotify Premium — the flagship subscription with ad-free music, offline listening, and on-demand playback across 184 markets worldwide. Spotify Free — the ad-supported tier that serves as the world's largest music discovery and conversion funnel.

Spotify for Podcasters (formerly Anchor) — the platform where creators host, distribute, and monetize podcasts. Hosts over 6 million podcast titles.

Spotify Wrapped — the annual personalized year-in-review feature that goes massively viral every December. Essentially free global marketing.

Discover Weekly — an algorithmically generated playlist delivered every Monday with 30 personalized song recommendations. Over 8 billion streams since launch.

OpenAI

ChatGPT is the consumer chatbot — the product that made AI mainstream overnight. The flagship GPT models are multimodal, handling text, images, and audio in one system.

The OpenAI API lets developers integrate GPT into any application. DALL-E generates images from text descriptions.

Whisper transcribes and translates audio. Sora generates videos from text prompts.

GPT Store lets users create and share custom GPT agents. ChatGPT Enterprise gives businesses a private, secure version of ChatGPT with admin controls and no data training.

Spotify

Tencent invested $1 billion and holds a significant stake through a share swap arrangement. Technology Crossover Ventures led early rounds.

Accel Partners, Kleiner Perkins, and Goldman Sachs participated in growth funding. DST Global invested pre-IPO.

Spotify went public through a direct listing in April 2018 (not a traditional IPO — no new shares were sold, existing shares just started trading on the NYSE). The reference price was $132 a share, it opened at $165.90, and closed the first day worth about $26.5 billion.

OpenAI

Microsoft ($13B), Thrive Capital, Khosla Ventures, Sequoia Capital, Founders Fund, Tiger Global, SoftBank, a16z