I gave Manus a research task that involved five different websites and it came back with a structured report

Concrete example because I think abstract descriptions of AI agents do not tell you what actually happens.

I was trying to compile a competitive landscape overview across five companies in a specific niche. Normally that means: visit each site, find the relevant pages, take notes, pull pricing information, check their social presence, look for recent news, compile everything into a structure I can work with. An hour of fairly tedious work.

I gave Manus the task in plain language. Told it the five companies, told it what I wanted to know about each, and asked it to produce a comparative report.

It navigated to each site autonomously, found the relevant pages including some that were not obvious from the homepage, extracted pricing and feature information, checked recent news mentions and compiled everything into a structured document with a comparison table. The whole thing ran while I did other work.

The transparency is worth mentioning. Manus provides progress updates as it works rather than going silent and returning an output. I could see which site it was on and what it was extracting at each point. When it hit a page that required navigating a confusing menu structure it adapted rather than failing.

The Multi-Modal Understanding means it can handle pages with information presented in images or visual layouts rather than just extractable text, which matters for sites that do not structure their content cleanly.