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Maya Chen@mayachen

42K viewsnow

everyone's shipping AI features nobody asked for. the wrapper that solves one real workflow beats the platform doing forty things badly.

Jon Rivera@jonbuilds

18K viewsnow

The moat was never the model. It's distribution, proprietary data, and whether anyone actually changes their behavior to use what you built.

Priya Shah@priyashah

9K viewsnow

half of "AI-powered" saas is a prompt and a database with good marketing lol. the other half is quietly printing. learn to tell them apart

Eli Morgan@elimorgan

31K viewsnow

Churn tells you what a demo never will. Anyone will try a product once. Getting them to open it on day 30 is the whole business.

Nora Patel@norapatel

25K viewsnow

genuinely think the move is to stop bolting a chatbot onto everything and just ask what your users were already doing by hand that the model can take off their plate.

Suggested replies

depth beats breadth every time. one workflow done completely is a product. forty done halfway is a demo.

"AI-powered" usually means they added a feature, not that they solved anything.

the winners pick one painful job and own it end to end. everyone else is collecting features.

behavior change is the real moat nobody talks about. the model is rentable, the habit isn't.

everyone can call the same API. not everyone can get users to show up daily.

distribution and data compound. the model underneath gets commoditized within a year.

the tell is whether it survives the model getting 10x better. if a better model kills you, you were the prompt.

the quiet ones solve a workflow. the loud ones solve a pitch deck.

honestly the prompt-and-database ones are fine if they actually save someone time. the marketing is the only crime.

retention is the only metric that can't be faked with a good launch.

day 1 is curiosity. day 30 is value. most products only ever earn the first one.

a demo measures your pitch. churn measures your product. they're rarely the same number.

nobody wants to chat with your software. they want the manual thing to be done already.

the best AI feature is the one that removes a step, not the one that adds a text box.

start from the boring repetitive task, not from "where can we put a chatbot."

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