Case study · Q1–Q2 2026

Visko: 1.4M views from a standing start

How Visko Platform launched on X1:17
40M
Views
1.8M
Engagements
14.7M
Top Single Drop

Coming out of stealth is the hardest launch there is. No audience, no history, and one post to introduce a product nobody has heard of. Visko introduced Orbis 1.0 from an account with 20 followers and reached 1,432,752 people, and Andreessen Horowitz was among the firms that reached out about investing in the days after.

1.20M
Views on the launch post, read on 2 September 2026, a day after it went up. The account had 20 followers when it posted, so effectively none of this came from people already following it.

The hardest version of the problem

Most launches have something to work with. An account with a few thousand of the right people on it, a previous post that did well, a founder who has been visible for a year.

Coming out of stealth has none of that. The company is introducing itself and the product in the same breath, to an audience that does not exist yet.

The usual advice is to build the audience first and launch second, which takes six months nobody has. The alternative is to borrow one, which is what we did.

What we ran

One launch window. The narrative and the angle first, because a live model announced badly reads as another video tool. A roster picked on category fit and who is actually in the replies, rather than follower count.

Every post matched against the finalized brief before it shipped. The founder account anchored the story and the roster carried the echo, staggered across the day so the timeline stayed warm.

Total production on the client side was a 77-second video and one post.

The post

Visko Platform
@viskoai · 2K followers
Open on X →

Today, we are introducing Orbis 1.0, our first Live Model! Create living worlds and stream them in real time, with persistent memory, interactivity, and physics-grounded generation of unbounded length. Try it now at API available via @reactorworld

2K likes258 reposts 185 replies193 quotes 2K bookmarks 626× its following

The numbers, against every launch we track

We measure every AI launch on X we can find. That gives a median to read this against rather than an adjective.

MeasureViskoMedian of 449
Views1,432,752332,728
Followers when posted205,836
Followers a day later1,852—
Save rate13.4 per 10K11.8 per 10K
Rank by reach111 of 449—

How to read these numbers

The reach figure is the least interesting one here. Plenty of launches do a million views by starting with a million followers.

The number that matters is the twenty. A launch posting to 5,836 followers, the median in our directory, can credit some of its reach to people who already followed it.

Visko could credit almost none of it. The entire audience was carried by other accounts inside one window, which is the whole argument for running it this way.

The save rate is the second one to look at. Bookmarks are the closest thing X has to intent, because saving something is a private act with no social return. At 13.4 per 10,000 views against a median of 11.8, the people who arrived were not just watching.

And the audience stayed. Twenty followers before the post, 813 by the time we read it that day, 1,852 the next. The account grew ninety times over in 24 hours, which is the part a view count never shows you: reach converting into an audience the company now owns.

The inbound followed the audience. In the days after the launch, Andreessen Horowitz reached out about investing, and so did other prominent firms.

For a company that had been in stealth a week earlier, that is the launch doing the job a funding process usually takes months to do: putting the product in front of the people who write the cheques, on their own feed, before anyone had pitched them.

Questions we get asked

Did the Visko launch lead to investor interest?

Yes. In the days after the post, Andreessen Horowitz reached out about investing, along with other prominent firms. The launch put the product in front of investors on their own feed before any pitch had been made.

Does this work without an existing audience?

This is the case for it. Visko posted to 20 followers and reached over a million people, because reach on a given post is decided by who carries it rather than by who already follows you. We go through the mechanics in coming out of stealth.

How long did it take to run?

The window itself is one day. The work is the fortnight before it: the angle, the roster, the drafts and the approvals. A launch booked for next week is a roster problem rather than a creative one.

What did Visko have to produce?

A 77-second video and one post. Everything else, the creator copy, the sequencing and the reporting, we ran.

Where can we see the raw numbers?

On the launch page, updated as the post keeps moving, alongside every other launch we track.

Coming out of stealth with no audience?

That is the case this was built for. Tell us what you are shipping and when.