Thursday, February 12, 2026

Actual Battle Is Enterprise Mannequin


TL;DR

Final week OpenAI introduced advertisements in ChatGPT’s free tier. Inside hours, Claude launched a “No Adverts, Ever” marketing campaign. Twitter was a roast session. Tech influencers dunked. Customers threatened to change.

“ChatGPT bought out.” “Claude is the nice guys now.” “That is the start of the tip.”

The thread I stored seeing: OpenAI betrayed customers for revenue whereas Claude stayed true to their values.

Besides I’ve watched this precise film play out twice earlier than.

Let’s Speak Numbers

ChatGPT has 900 million weekly lively customers. 58% are on the free tier. That is 520 million individuals utilizing ChatGPT with out paying something. Claude has about 20-30 million month-to-month lively customers.

ChatGPT serves 30x extra individuals. Totally different scale solely.

Here is the place it will get fascinating: OpenAI is burning round $9 billion in 2025, with projected losses of $14 billion in 2026. They will not hit profitability till 2029.

In the meantime, Claude can be unprofitable. They’ve raised over $37 billion complete and are looking for one other $20 billion at a $350 billion valuation.

Totally different person bases although.

Person Base Comparability

Metric ChatGPT Customers Claude Customers
Private use
(homework, recipes, questions)
70% 16%
Work-related 30% 17% (exterior coding)
Coding & mathematical work Minority 34% of all duties
Demographics Ages 25-34 greatest group
Gender cut up ~50/50
77% male, 52% ages 18-24
Income supply Blended client + enterprise 80% from enterprise APIs
Person profile Mainstream: your mother, school college students Builders who learn API docs for enjoyable

Two firms at wildly completely different scales with completely different enterprise fashions.


The Product Adoption Curve

There is a framework that explains this sample.

When a brand new know-how launches, adoption occurs in phases:

Innovators and Early Adopters make up about 16% of the overall market. These are tech fans. Individuals who’ll pay premium costs to strive new issues. They need the innovative.

Early Majority and Late Majority make up about 68% of the market. These are mainstream customers. Worth delicate. They need it to work reliably and so they need it low cost or free.

💡 Crucial Perception

You possibly can monetize the 16% with premium subscriptions. They’re going to pay $20-100/month with out considering twice. However the 68%? They need it free. And for those who attempt to cost them, they will simply go away for whoever gives it free.

This creates a elementary cut up in enterprise fashions:

Serving the 16%: Premium subscriptions work. Enterprise contracts work. Your prices are manageable since you’re not serving tons of of hundreds of thousands of customers. Examples: Superhuman ($30/month e mail), Roam Analysis ($15/month notes), most developer instruments.

Serving the 68%: You want freemium with advertisements. Free tier to accumulate customers, advertisements to monetize them, premium tier to transform those prepared to pay. Your prices are huge since you’re serving tons of of hundreds of thousands. Examples: Spotify, YouTube, Instagram, Reddit.

The transition from 16% to 68% is the place each platform makes The Selection. And the maths would not care about your advertising and marketing guarantees.

Claude proper now serves the 16%. Their person base is 77% male, 52% ages 18-24, closely developer-focused. 34% of all duties are coding and mathematical work. Solely 16% use it for private duties.

ChatGPT hit the mainstream. 900 million weekly customers means they’re deep into the 68%. 70% use it for private duties. Your mother makes use of it. Faculty college students use it for homework. Random individuals who’ve by no means thought of AI of their lives are utilizing it.

The 68% will not pay $20/month for an AI chatbot. They need it free or they will simply not use it.


Instagram’s Journey

April 2012: Fb acquires Instagram for $1 billion. The app has 30 million customers. Zero income.

Mark Zuckerberg posts publicly: “We must be conscious about maintaining and constructing on Instagram’s strengths and options reasonably than simply making an attempt to combine every thing into Fb.”

Translation: we cannot wreck this with advertisements instantly. Everybody relaxes. Instagram stays ad-free for over a yr.

November 2013: Instagram proclaims advertisements will begin showing in feeds.

The backlash is fast and loud. Customers flood tech blogs with feedback about how Instagram bought out. Articles predict mass exodus. Twitter fills with individuals threatening to delete the app.

Instagram proceeds anyway. They roll out “rigorously curated model posts” from a handful of main manufacturers. They promise to do advertisements otherwise than Fb.

Customers are nonetheless mad. However one thing fascinating occurred:

By Q1 2016 (simply 2.5 years after introducing advertisements): Instagram generates $572 million in income in a single quarter. That is 10% of Fb’s total income on the time.

By the tip of 2016: $3.2 billion in complete income for the yr.

2024: Instagram generates over $66 billion in annual income. The platform has an estimated potential worth of $200 billion. That is 200 instances what Fb paid for it.

Present person depend: Over 2 billion month-to-month lively customers.

⚠️ The Sample

The customers who threatened to go away stayed. The expected mass exodus by no means truly occurred. And Instagram at this time is simply Instagram. With advertisements. And most of the people underneath 30 do not even bear in mind the controversy.


Reddit’s Anti-Company Identification

Reddit’s story hits completely different as a result of being anti-corporate was core to their identification. The group took delight on this. Redditors would mock Digg for promoting out. The ethos was: we’re completely different, we’re community-driven, we’ll by no means be like these different platforms.

November 2009: Reddit launches sponsored hyperlinks.

The announcement tries to make it community-friendly: “Now for as little as $20, you should purchase sponsored hyperlinks on reddit: promoting by redditors, for redditors!”

The group’s response: hostile. Many customers felt Reddit violated the social contract. Remark threads crammed with accusations of promoting out.

2010: Reddit launches Reddit Gold as a compromise. Premium subscription, ad-free expertise, group options. The concept: give customers a method to assist the location with out advertisements. It generates lower than $1 million in income. Primarily a tip jar.

The location is bleeding cash. Server prices are climbing. Person base is rising. Income is not protecting infrastructure for 200+ million month-to-month customers.

2015: Reddit launches native advertisements (sponsored posts that appear like common Reddit posts). Income doubles.

Then watch what occurs to income:

2018: $94 million

2019: $132 million

2020: $198 million

2021: $375 million

2022: $510 million

2023: $789 million

2024: $1.3 billion

Present stats: 97 million each day lively customers. The group is extra engaged than ever. Adverts account for over 90% of income. And no one talks about Reddit promoting out anymore. The “anti-corporate” platform runs on advertisements and no one appears to care.


OpenAI’s Precise Choices

OpenAI is burning round $9 billion in 2025, with projected losses of $14 billion in 2026. The corporate initiatives cumulative losses of over $100 billion earlier than profitability. They will not be worthwhile till 2029 on the earliest.

Given these numbers, they’ve three precise choices:

Choice 1: Destroy the free tier

Restrict everybody to five messages per day. Use older, cheaper fashions. Make the free expertise barely practical.

This drives customers to opponents. Google Gemini grew 30% year-over-year in 2025. Claude grew 190%. Perplexity grew 370%. You lose market place. You lose the utilization knowledge that makes fashions higher. You ultimately lose every thing.

Choice 2: Preserve burning

Preserve present high quality and utilization limits. Hope you possibly can elevate extra money. Cross fingers that 2029 profitability truly occurs. This results in huge cumulative losses. Finally traders cease exhibiting up.

Choice 3: Add advertisements

Add advertisements to free tier. Generate $1-3 billion in new annual income. Preserve free tier high quality excessive. Keep aggressive.

For context on why this works: Spotify has 423 million customers on ad-supported free tier. Generates $1.85 billion from advertisements yearly. That is solely 11.8% of complete income, however critically, 60% of premium subscribers began on the free tier.

Greater than a value centre, they made free tier its high of the conversion funnel.

OpenAI picked choice 3.

From OpenAI’s Announcement

  • The mannequin would not know advertisements exist
  • Delicate conversations (well being, politics, violence) get zero advertisements
  • Conversations aren’t shared with advertisers
  • Professional ($200/month) and Enterprise tiers see zero advertisements
  • Their said hierarchy: Person Belief > Person Worth > Advertiser Worth > Income

May they break these guarantees later? Positive. However the framework is definitely extra restrictive than most advert platforms.


Claude’s Place Proper Now

Claude can say “no advertisements” as a result of they’re the place Instagram was in 2012. 20-30 million month-to-month customers. Serving builders and enterprises. 80% of income from API and enterprise prospects, not client subscriptions.

They’ve raised over $37 billion complete and are looking for one other $20 billion. They’re burning money too, simply at a smaller scale with a unique person combine.

They’re additionally intentionally avoiding costly compute duties. No video era (which prices considerably greater than textual content). Characteristic restrictions that maintain prices manageable.

This works at 20-30 million customers serving the 16% of early adopters. And if Claude ever scales to 300+ million customers serving mainstream customers (not simply builders), they will face an identical economics.

The VC funding will not stretch eternally. Enterprise income will not cowl client infrastructure at that scale. When Instagram hit 100+ million customers, they wanted advertisements. When Reddit hit 200+ million customers, they wanted advertisements.

If Claude hits these numbers serving mainstream customers, they will want advertisements too.


Ultimate Ideas

AI compute scales linearly with utilization. While you’re serving 900 million customers who count on it free, the maths solves itself. Platforms survive by fixing unit economics, not by operating higher advertising and marketing campaigns about staying pure.

Give it three years, no one will bear in mind being upset.

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