Distribution Is the Product

Stripe priced themselves as the engine you don’t have to brand. Auth0 priced themselves as the auth layer you don’t have to staff. Plaid sold the connection most companies wouldn’t build. The lesson by 2020 was clear. The most valuable software companies weren’t selling features. They were selling distribution rights to a thing that already worked.¶

The pricing logic followed the same shape every time. The more the partner brand is allowed to show, the cheaper they pay. The less the partner brand shows up, the more it costs. The variable was visibility. Visibility got priced as a product, not as a marketing surface. Most companies that figured this out built durable businesses. Most companies that didn’t became features inside someone else’s distribution.¶

AI is hitting the same arc. Faster.¶

Cursor sold itself as a coding workflow that doesn’t ask the engineer to switch tools. The model providers are selling their distribution layer as much as the model. That’s why the conversation about who controls the agent surface is louder than the conversation about which model is best. The model is becoming a commodity. The shape that lands the model in someone’s hands is not. Anyone watching the agent platform race in 2026 is watching a distribution war disguised as a model war.¶

Here’s the move I keep watching across consumer AI startups. Build a consumer product. Learn what good looks like. Discover that the better business is selling that experience as infrastructure to companies that have customers but don’t have the AI. The consumer product becomes the design lab. The B2B product becomes the revenue. Two different products. One company. Most teams don’t have language for this yet. They think they’re building “the product.” They’re building two.¶

This is not a guaranteed move. It is a market test, and a contested one. The walk-back conversations are just as common as the build-it conversations. Companies discover the B2B product is heavier than the consumer one. Partners want full control of the surface. The engineering distraction is real. The brand-awareness payoff doesn’t show up in sign-up numbers fast enough to justify the cost. Plenty of companies start down the distribution path and step back to a focused consumer model with a clearer story. The pattern is real, but the bet is contested every time. That’s worth saying out loud, because the boardroom version of this conversation always sounds more confident than the reality.¶

The market-shaping question is which surfaces become someone else’s engine in the next two years. The merchants who know they need an AI capability but won’t build one. The publishers who need conversational interfaces but won’t staff them. The operators who want AI in their lifecycle email but have no infrastructure. These are the candidates. The pattern is straightforward. Anyone who has customers and doesn’t have AI engineering is a distribution prospect. That’s most of the internet.¶

The question for any AI company isn’t “should we do B2B.” The question is what shape distribution takes if you don’t. Every surface that gets built without you is a future customer who won’t need you. Every engine layer that gets locked in by your competitor first is a market position you can’t reclaim. And every walk-back from a contested distribution play is a real cost too, not a free pivot. The companies that figure out their distribution shape with eyes open are the ones who get to keep their brand. Or to step back from it on purpose.¶

Distribution is the product now. Features are how you keep the distribution honest.¶