Blog
Notes from inside the product
How AI assistants help users do things, not just learn about them.
Every SaaS Company Is Launching an AI Assistant. Here's What the Usage Data Is Revealing.
The first wave of in-app AI assistants is live, and the usage data is surfacing a problem nobody fully anticipated: users drop off when the assistant falls back to text instructions.
ReadYour Use Case, Live — Turn "What do you have?" into a hyper-customized interactive demo
Moss answers the visitor's real question with an interactive demo that lives on the page, guides the real UI, and carries the same path into your product after signup.
ReadFrom "How-to" to "Aha": How Moss Gets Users to Their First Win
People don't stick because they read help articles—they stick because they finish one valuable thing inside your product. Here's how Moss gets more new users to their first win, faster.
ReadHow AI-Powered Onboarding Reduces Churn and Accelerates Activation
A complete guide to how LLM-powered, in-app onboarding targets the critical first week, slashes time-to-value, and turns confused new users into activated, loyal customers.
ReadWhy We're Building Moss
A real-time AI layer that turns every SaaS UI into an interactive, self-teaching experience — and why we're building it now.
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