Marketing and distributing your SaaS in the AI era

Between 2026 and 2030 the cost of building software keeps dropping toward zero — which means the supply of competing products keeps rising toward infinite. Your differentiation isn't the product anymore. It's whether you show up where buyers look, and whether they believe you when you do.

The uncomfortable part: the buyer increasingly isn't a person browsing. It's a person asking an agent. 'Find me a tool that does X, compare the top three, sign me up for the cheapest.' Discovery, comparison, and the first click all happen inside a conversation you can't see — and your ranking in that conversation is your new shelf position.

The channel stack for this era looks different from the 2020 playbook. The places that send you users now, roughly in order of how early they still are:

Every landing page is now 'well-written.' AI flattened the quality distribution of copy — which destroyed its signaling value. The hook that took a copywriter a week now takes a prompt thirty seconds, and buyers can smell the difference even if they can't name it.

What still persuades is what a prompt can't produce. Real metrics with real denominators. Named users and screenshots that could get you in trouble if you faked them. Before/afters specific enough to verify. A founder who'll put their face and their actual opinion on the page.

The positioning moved too. 'AI-powered' is the new 'cloud-based' — it says nothing because everyone says it. What converts is the concrete outcome: 'cuts invoice chasing from 4 hours to 10 minutes' beats 'intelligent AR automation' at every traffic level.

Sequence matters more than effort. The founders who win 2026–2030 build in this order: first the permanent layer — indexed listings, structured data, pages an agent can parse and cite — because it's the foundation every other channel references. Then the voice layer — founder content on one platform, consistently — because it feeds the human and machine channels at once. Then community — showing up as a person where your buyers already trust each other.

Each layer makes the next one cheaper. The listing gives the content somewhere to point. The content gives the community something to talk about. The community gives the AI answers something to cite. Run them in the wrong order — content with nowhere to land, launches with no proof behind them — and each channel dies on its own.

Generic SEO content farms — models trained on them now summarize them out of existence, and the traffic was already dying. Paid ads before message-fit — they amplify a message you haven't proven, which is just paying to learn you're unpersuasive. And 'growth hacks' generally — anything that worked as a trick is now automated by everyone, so its edge lasted about as long as the tweet announcing it.

What's left is almost disappointingly old-fashioned: be present where buyers look, say something true that a competitor can't copy, and let it compound. The era changed the mechanics, not the math — distribution still decides who sees you, and marketing still decides whether they care.