Manifest simplifies web automation by converting any webpage into a structured JSON map that AI agents can easily interact with. You do not need to deal with fragile selectors anymore, as it provides resolved CSS and role locators for every action. It even captures dependencies, such as knowing a button is only clickable after selecting a plan. With Python SDK and LangChain support, it is built to make browser automation much more predictable.
Launch Team / Built with
MN
Launch Date:
July 25, 2026