How MindFort AI launched on X
18K views, ranked 1841 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.
1:42
Congrats to @mindfort on their $3M seed! They're building autonomous AI agents that find, validate, and patch vulnerabilities in production software. Their agents run pentests on every CI/CD push, chain vulnerabilities into working proofs of exploit, and ship fixes as pull
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 with | Launches | Median views | This one | Rank |
|---|---|---|---|---|
| Product news the same kind of announcement | 769 | 805K | 0.0x | 711 |
| over 100K followers accounts of a similar size | 611 | 1.4M | 0.0x | 603 |
| Every launch all of them, for scale | 1981 | 688K | 0.0x | 1841 |
What this launch shows
The post went out from an account with 1.6M followers and was seen by fewer people than follow the account. Accounts of that size usually reach 2.4 times their following.
This one did not get far past the people who already followed it. It ranks 603 of 611 launches from accounts that size. Against every launch in the directory it is below the median of 688K views, at rank 1841 of 1981.
Replies led. 18 of them, 10.1 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 37, reposts at 15.
The post opens with “Congrats to @mindfort on their $3M seed”. It carries a 1:42 video against a directory median of 65 seconds.
Videos over 90 seconds have a median of 651K views in the directory. The copy runs 42 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 Thursday. Launches posted on a Thursday have a median of 724K 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.
Why posts from large accounts under-reach is the guide for it: a post seen by fewer people than follow the account was held back by the ranking model. Every launch we track in Enterprise AI is on that vertical's directory page.
Questions about this launch
When did MindFort AI launch?
MindFort AI posted the launch on X on 23 April 2026.
How many views did the MindFort AI launch post get?
17,902 views at the last read, ranked 1841 of the 1981 AI launches Doomers tracks, 0 times the account's following.
Who posted the MindFort AI launch?
@ycombinator, which has 1.6M followers.
Planning something like this?
We run launches on X for AI companies, with creators who already hold the audience you want reaching.