Launch data · 12 October 2026 · 8 min read

What predicts a big launch on X: 1,1981 launches measured

We measured every launch in the Doomers directory against the size of the account that posted it. Followers set the typical result and leave the ceiling open. One to four minute films travel furthest, midweek beats the weekend, and the clearest signal of all is how often people saved the post. The data, and the case against it.

We measured 1,872 launches in the Doomers launch directory, every launch on X we have tracked in 2026, to find what separates a launch that travels from one that stays inside its own following. The numbers below are as of 12 October 2026.

The measure we use throughout is the launch multiple: views divided by the posting account's followers. A launch at 1x reached about as many views as the account has followers.

A launch at 100x reached a hundred times its own audience. Raw views mostly tell you how big the account was. The multiple tells you how far the launch travelled.

Followers set the typical result, and the ceiling stays open

Follower count and views move together, but loosely. The rank correlation across all 1,872 launches is 0.46, which means account size explains part of the result and leaves most of it to everything else.

Followers at launchLaunchesMedian viewsMedian multiplePassed 1M views
Under 5K574246K174x1 in 5
5K to 25K445619K54x2 in 5
25K to 100K2471.06M25x1 in 2
100K to 500K3111.04M5x1 in 2
500K to 2M1661.52M1.3x3 in 5
Over 2M1292.58M0.4x4 in 5

Two things stand out. One in five launches from accounts under 5,000 followers passed a million views, so a small account caps the typical launch and leaves the ceiling open.

At the other end, accounts over 2 million followers reach a median of 0.4 times their own following on a launch. A big following is a head start, and most of it never sees the post.

Video length: one to four minutes travels furthest

Nine in ten launches in the directory carry a video, so the useful question is how long. Comparing launches from accounts of similar size, longer films travel further, up to about four minutes.

Video lengthUnder 25K followers25K to 500KOver 500K
Under 30 seconds49x7.8x1.0x
30 to 60 seconds71x7.2x1.0x
1 to 2 minutes125x14x1.1x
2 to 4 minutes162x12x0.8x
Over 4 minutes122x16x0.9x

For accounts under 25,000 followers, a launch film of one to four minutes reached about three times the multiple of a clip under 30 seconds. For accounts of 25,000 to 500,000, it was about twice.

A longer film gives the ranker more watch time to read and gives a stranger enough to understand the product. For the largest accounts, length made no difference, because their reach comes from the following they already have.

Timing: Tuesday to Thursday, and never the weekend

Launches cluster midweek, and the multiples back that up for smaller accounts. Under 25,000 followers, launches posted Tuesday to Thursday reached a median of 105x to 123x. Saturday and Sunday launches reached about 40x.

Only 75 of the 1,872 launches went out on a weekend, so the weekend figures rest on a small sample. The pattern is consistent with who is on X on a Saturday, and with the fact that the people who would carry a launch are offline too. Our guide to launch timing goes into the hour.

Bookmarks: the sign the right people saw it

The clearest signal in the data is how often people saved a launch compared with how often they liked it. A like costs nothing. A bookmark means someone intends to come back, which is what a buyer, an investor or an engineer does with a product they want to look at properly.

Bookmarks per likeUnder 25K followers25K to 500KOver 500K
Under 0.357x6.1x0.6x
0.3 to 0.6100x9.1x1.2x
0.6 to 1121x12.7x2.3x
1 or more121x14.6x1.0x

At every account size, launches that were saved more for each like travelled further, roughly twice as far from the bottom band to the top. The directory median is about one bookmark for every two likes. A launch running well above that is reaching people who want to use what it shows.

That is why our case studies report bookmarks next to views. Pine Computer drew 3,132 bookmarks, five times the directory median, from a founder account of about 1,200 followers.

Launch type: funding rounds hold up from small accounts

Product launches, funding announcements, model releases and feature updates all appear in the directory. From accounts under 25,000 followers, funding announcements reached a median of 122x and product launches 108x. A round from a small founder account travels as far as a product does.

Feature updates reached the lowest multiples at that size, 64x. They usually come from companies whose existing users are the audience, so they travel less far past the following. Our guide to funding announcement strategy covers how to run a round as a launch.

What made no difference: copy length

We expected post length to matter, and across account sizes it does not show a consistent pattern. Short posts did best for mid-sized accounts, long posts did slightly better for small ones, and the largest accounts showed nothing either way. What the post says matters far more than how long it is, which is harder to measure and is the subject of our launch breakdowns.

What the multiple measures, and what moves it

Put together, the data describes a launch that travels: a film of a minute or more, posted midweek, saved by the people who would buy or back it. What it cannot see directly is who carried the post in its first hours, and that is the lever we pull.

Among launches from accounts under 25,000 followers, the 17 Doomers launched reached a median multiple of 465x, against 101x for the rest of the directory at that size. That is a small sample, and every one of those launches also had a strong product and a good film. It is still the largest gap in this study.

The case against these findings

Every number here comes from our own directory, and the directory has limits worth stating plainly.

What would change our minds: if, as the directory grows, multiples for small accounts shrink toward 1x, or the bookmark pattern stops holding within each account size. We will rerun this study each quarter and publish the result either way.

Questions we get asked

What is a launch multiple?

Views divided by the posting account's followers. A launch with 1 million views from an account of 10,000 followers has a multiple of 100x. It measures how far a launch travelled past its own audience, which raw views cannot show because they mostly reflect account size.

Do you need a big following to launch on X?

No. Across 1,872 launches in the Doomers directory, one in five from accounts under 5,000 followers passed a million views, and the median launch at that size reached 174 times its following. A larger following raises the typical result and caps nothing.

How long should a launch video be?

For accounts under 500,000 followers, launch videos of one to four minutes reached two to three times the multiple of clips under 30 seconds, comparing accounts of similar size, with the biggest gain for accounts under 25,000. For the largest accounts, length made no measurable difference.

What is the best day to launch on X?

Tuesday to Thursday. For accounts under 25,000 followers, midweek launches reached a median of 105x to 123x their following, against about 40x on Saturday and Sunday. Few launches go out on weekends, so the weekend sample is small.

Why do bookmarks matter for a launch?

A bookmark means someone intends to come back to the post, which is what buyers and investors do with a product they want to look at. At every account size in the directory, launches with more bookmarks per like travelled further. The median is about one bookmark for every two likes.

Want to know what your launch could do?

We will show you what launches from accounts your size have done in the directory, and what the first hours would look like with the network behind it.