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Why it worked

The mechanics

Hook
Style
Tone
Written for

Analysis by ViralLoop — not written by the original author.

OpenAI on Science · ViralLoop

Post by OpenAI on X

We've noticed many of you love using deep research, so we’re expanding usage for Plus, Team, and Pro users by introducing a lightweight version of deep research in order to increase current rate limits. We’re also rolling out the lightweight version to Free users.

7.8K likes367 repliesPosted Apr 24, 2025

View the original on X Written by OpenAI. Captured Sep 4, 2026.

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Viral score

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Gives away something genuinely useful before asking for anything.
Ends on a short line that is easy to quote and repeat.
Written from experience rather than as advice, which is harder to argue with.
Short enough to read in full without expanding, which removes a step before the point lands.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: corporate
Mechanisms: Reciprocity
Written for: Hiring managers and founders

Analysis by ViralLoop — not written by the original author.

Topics

Posts built the same way

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A dude has a meticulous 2 year plan to include a backdoor into almost every system in the world Only to fail because a guy started to notice that his ssh login is 0.5 seconds slow for some reason Study autistic byte-wizards

Valve wins lawsuit against Rothschild patent trolls. Amazon admitted failing to take down steam after trying for 15 years. Now NY AG is going after them... Are opening Pokémon cards gambling? Seems similar to cases. It's interesting timing is all...

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I think China's second DeepSeek moment is here. This AI agent called 'Manus' is going crazy viral in China right now. Probably only a matter of time until it hits the US. It's like Deep Research + Operator + Claude Computer combined, and it's REALLY good.

Humanoids were long a thing of sci-fi, then they were a thing of research, but today, with the launch of NEO, humanoids become a product. NEO is the first step on a journey towards a more abundant future and we’re excited for you to join us on this journey. Order your NEO today.

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