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The mechanics

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Analysis by ViralLoop — not written by the original author.

OpenAI on Growth · ViralLoop

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Post by OpenAI on X

We’re rolling out now to Plus, Team, and SearchGPT waitlist users on our mobile and desktop apps and t.co Enterprise and Edu users will have access in the next few weeks. We’ll roll out to Free users over the coming months.

1.5K likes51 repliesPosted Oct 31, 2024

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

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44

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.
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: Growth and marketing teams

Analysis by ViralLoop — not written by the original author.

Topics

Posts built the same way

Fast mode is available for Opus 4.8. It's the same model at roughly 2.5x the speed, and we've made it three times cheaper than before. Turn it on with /fast in Claude Code. On the API, contact your account manager to request access or join the waitlist: t.co

It's important to me that this Labour goverment improves your life and your community in ways you actually notice. Al has enormous potential to do that. While the Tories stifled growth and innovation, my government will use Al to turbocharge our Plan for Change.

not only can you make accounts for free even though they charge 20USD for skipping the waitlist (!!!) by just registering directly on firebase, they leak emails in the user profile response LMFAO this is truly the greatest vibecoded slop that has hit the mainstream yet

More than 1 million people downloaded Codex App in the first week. 60+% growth in overall Codex user last week! We'll keep Codex available to Free/Go users after this promotion; we may have to reduce limits there but we want everyone to be able to try Codex and start building.

It's not my data. The source is Cluvio, which is linked to in the article. I'd link to it in this tweet, but ironically, that would kill engagement. And I know that traffic is hard to count. Especially for a private company. But if you have more accurate data, then publish it.

A little secret. About 5% of our production traffic is on the Pi harness, about another 5% is on OpenCode. Reminder you can use your ChatGPT account in a flourishing set of other tools. We’ll continue to make Codex awesome, but you have options.

More from OpenAI

GPT-6 Astra is state-of-the-art on FrontierMath Tier 4, ARC-AGI 3, and TerminalBench-4.0. GPT‑6 Astra is also a major advance for scientific discovery, with state-of-the-art performance on Terminal-Bench Science 0.1 and HealthBench Pro.

Previewing Ultrafast mode: GPT-5.6 Sol at up to 14x the speed. Launching first in the OpenAI API to a select group of customers with expanded access to more businesses as capacity grows.

The new GPT-5.6 Sol powers all chats for paid users, including Instant, creating one consistent experience. In our high-stakes factuality evaluation covering finance, medicine and law, the new GPT‑5.6 Sol produced 68% fewer responses with factual errors than GPT‑5.5 Instant.

We’re making better intelligence easier to access in ChatGPT for everyone: - GPT-5.6 Sol now powers both Instant and deep reasoning for Plus & Pro users, delivering more factual, focused responses. - Free & Go users get unlimited text chats with GPT-5.6 Luna starting tomorrow.

We’re also upgrading Auto-review in the ChatGPT app and Codex CLI from GPT-5.4 to GPT-5.6 Luna. Combined with Luna’s new price, we expect Auto-review to cost about 10x less, making your agentic workflows more cost-efficient.

Along with the price reduction on GPT-5.6 Luna and Terra, Fast mode for GPT-5.6 Sol in the API delivers up to 2.5x the speed of Standard processing at 2x the Standard price. Fast mode gives API customers faster access to GPT-5.6 Sol, with no change in intelligence.