PAID17:15

Unknown“Manus” appears in the public source; commercial relationship unverified — https://www.youtube.com/watch?v=4hYC5OKw5lY17:15 · on_screen hook

“Leave it to Manus”

The opening line · 0:00 · move: result

An academic researcher stress-tests Manus on three real workflows—finding literature gaps, producing a 105-page review, and drafting a paper from figures—then balances the useful outputs against missing citations, weak images, bugs, and steep credit costs.

85.4Kviews—likes↑24.1×vs their usual post · 3.5K views34creators ran this script

@Andy Stapleton · 384K followers · 0 of 30 recent posts mention Manus · creator page →

Playbook · Real brief before verdict →

The script, step by step84 lines

The script84 lines · @Andy Stapleton

0:00this new general AI agent may be the most impressive I've ever tested for academia and research this tool doesn't just generate content like other AI tools this is a series of decisions it's making and it acts like a researcher and like you I've tested it for common academic tasks that AI tools typically struggle with and I was amazed at the results and I hate saying this because every
0:24video it seems like I'm saying this is going to change academia but here we go again things are moving so fast it may change the way you work in academia let's check it out and the tool I'm talking about is Manus Manus dot I am here you can
0:40see it's a general AI agent that bridges minds and actions it doesn't just think it delivers results we like the idea of that but does it live up to these high expectations and its own hype we'll see but you can see

81 more linesmembers read and copy every script on the site

Where this post sitsthe repetition is the proof

Runs the playbook

Real brief before verdict

Give Manus a concrete business brief, show the research process and finished deliverable, compare it with the old workflow or another agent, and close by naming the human review the result still needs.

Operators and educators testing Manus against work they already understand well enough to critique · 34 creators · 34 posts

Claim to controlled receipt and boundary Brief to working build Same-job comparison to buyer fit

Open the full playbook →

85.4K@Andy Stapleton

191.3K@Leveling Up with Eric Siu

132@Jason Tong from Quantlead

affiliate927@Superbash (BoxminingAI)

this post · other creators who ran it

Who made ittheir public relationship signal, and the receipt for it

@Andy Stapletonyoutube · 384K followers · median 3.5K views · n=60best post85.4K24.1×views · for ManusUnknown “Manus” appears in the public source; commercial relationship unverified — https://www.youtube.com/watch?v=4hYC5OKw5lYOpen creator →

Views and likes are public counts at capture time. The multiple compares this post with the creator’s own recent median, not a claim about what caused its reach. Read the methodology →