Measuring reach, and what a seed-stage team should expect

How many views should a seed-stage startup expect from a launch video on X?

Seed stage does not appear as a column in that study, so we will not pretend there is a seed-only average. What the study does say is that follower count is a weak comfort. 44% of the launches that crossed 1 million views came from accounts under 10,000 followers. Several TLVC homepage cases fit that shape: Subvocal at 12 million views from 8.4K followers, Merge at 3.67 million from 7,847 followers, Fin.com at 5.3 million from 19K followers. Doomers publishes the same pattern from its side, including Pine at 24.3 million views from about 1,200 followers, on Doomers’ telling. Selected wins are not the median.

Doomers’ agency guide (opens in a new tab) puts the median AI launch post it tracks at 593,624 views, and at 26 times the account’s own following. Its homepage rounds a similar idea to 590,000 and says the top quarter of the AI launches it tracks starts at 1.6 million. TLVC’s median is 236,686 across a directory it describes as X launches, not only AI. Use both numbers as “what this firm says its own corpus looks like.” If a pitch promises 5 million as the ordinary outcome, put it next to TLVC’s published 4.9% of launches crossing 5 million and ask which corpus the pitch is using.

What should you measure besides views?

Views tell you the post traveled. They do not tell you the business moved. The TLVC write-ups that include a business result are the ones to copy as a measurement plan:

• Enrich Labs, on the homepage card: 3.6 million or more people reached on X, 10× homepage traffic, and over 9,000 sign-ups and customers. The Helena blog (opens in a new tab) says 3.6 million views, 10× website traffic, and 9,000 demos, and that the founder went from 147 followers to more than 3,000. “Sign-ups and customers” and “demos” are both TLVC’s phrases. They are not the same word. Keep the source attached.
• Mave Health: six-figure pre-orders on the homepage; the blog adds launch-day pre-order revenue, an 80% US audience share, and a conversion move from 1.89% to 2.79%. It also says conversion-tier creators had unique tracking links.
• Fin.com, homepage card dated 15 Sep 2026: 100+ signups, with investors writing checks in DMs, and 5.3 million views from 19K followers.
• Subvocal, homepage card dated 30 Oct 2026: hundreds of pre-orders and investor inbound from a pre-seed launch, 12 million views from 8.4K followers.
• Merge, homepage card dated 26 May 2026: 3.67 million views from 7,847 followers, described as one of the best days in Merge’s marketing history, in their words. The blog adds 3 million of those views by 11:12am Pacific, 1.09 million further views from 110 quote posts, 1,316 bookmarks, and 1,359 likes.

A useful launch report, whoever writes it, has the view count by platform, the quote posts and who wrote them, clicks or tracked signups, and the action you named before launch day. Doomers says it sends a report in 48 to 72 hours with impressions, engagements, top creators, and conversion attribution where it can pull it. Ask TLVC for the same list. The public site describes the work more clearly than the report template.

How do you read a case study without fooling yourself?

1. Open the post. Homepage cards on launchvideo.com link to the X post. If a case will not link, do not use it in a forecast.
2. Note the follower count on the morning of the launch, not today.
3. Separate the launch post’s views from later quote posts. Merge’s write-up does this. Many pitches do not.
4. Ask whether the number was guaranteed before the launch or narrated after. A 12 million view result does not mean the contract said 12 million. TLVC’s published tiers are 1, 3, and 5 million.
5. Remember the directory base rate before you remember the highlight reel.