How Markov launched on X

55K views, ranked 1689 of the 1981 launches we track. It was saved at well above the usual rate, which is the signal that matters more than reach for anything with a considered purchase behind it.

Posted 2026-08-10 by @DevvMandal · Y Combinator S26 · engagement read 2026-08-30

Markov launch post on X0:56
Dev
Dev
@DevvMandal · 7K followers
Open on X →

Today, we're announcing Markov (YC S26). We've built the most advanced CUA datasets for CAD, design, browser-use & more. We're working with frontier AI labs and our open-source datasets have crossed 150,000+ downloads on HuggingFace. Sample dataset below :) @markov__ai

584 likes28 reposts 80 replies13 quotes 225 bookmarks
55K
Views
0x the median launch
#1689
Of the launches we track
out of 1981
8x
Its own following
7K followers
40.7
Saves per 10K views
3.5x the median rate

How it compares

A launch means nothing against no one. These are the launches it is actually comparable to, and where this one sits among them.

Compared withLaunchesMedian viewsThis oneRank
Product news
the same kind of announcement
769805K0.1x655
5K to 25K followers
accounts of a similar size
479582K0.1x407
Every launch
all of them, for scale
1981688K0.1x1689

What this launch shows

Markov posted this from an account with 7K followers and reached 8.1 times that many people. Accounts of that size usually reach 50.8 times their following.

This one did not get far past the people who already followed it. It ranks 407 of 479 launches from accounts that size. Against every launch in the directory it is below the median of 688K views, at rank 1689 of 1981.

Replies led. 80 of them, 14.5 per 10,000 views against a median of 2.3.

The post started a conversation, and the ranking model pays for conversation with reach in the hours after. Bookmarks came in at 225, reposts at 28.

The post opens with “Today, we're announcing Markov (YC S26)”, a first-person opening that the founder-account launches in the directory use most. It carries a 56-second video against a directory median of 65 seconds. Videos between 30 and 90 seconds have a median of 603K views in the directory.

The copy runs 41 words, about the usual length for a launch post here, where the median is 41. The body carries a link, so the post had somewhere to send the reader and paid a little reach for it.

It went out on a Monday. Launches posted on a Monday have a median of 618K views in the directory, and Friday is the strongest day at 880K.

Attributing signups to a launch covers this: a save rate this high is the number to follow into the product. For the next one, read giving people something to reply to: the conversation is what carried this one.

Developer marketing strategy is the guide for it: developers try before they read, so the post has to let them. Every launch we track in Developer Tool is on that vertical's directory page.

Questions about this launch

When did Markov launch?

Markov posted the launch on X on 10 August 2026.

How many views did the Markov launch post get?

55,235 views at the last read, ranked 1689 of the 1981 AI launches Doomers tracks, 8 times the account's following.

Who posted the Markov launch?

@DevvMandal, which has 7K followers.

Planning something like this?

We run launches on X for AI companies, with creators who already hold the audience you want reaching.