Dossier · by Dr. Louis Korczowski

Startups now buy a million views on launch day. Here is the X launch playbook, what it costs, and what still works on day two.

The "underground distribution network" taken apart: who sells timed reposts and guaranteed views, why X's ranker, by most analyses, rewards them in the first half hour, what X and the FTC actually allow, how investors spot a bought launch, and a six-step launch week for SaaS and AI founders.

TL;DR

Startups now buy viral launches on X. Agencies such as Doomers, LaunchVideo.com, Clickstrike, Flowjam and GrowthMatrix schedule dozens of creator and founder accounts to quote-post a launch in its first one to two hours, and some sell guaranteed tiers of 1, 3 or 5 million views. a16z runs the same play in-house for its portfolio. It works because people herd toward what others already endorse, and because, by most analyses of its code, X's Grok-based ranker weighs the first half hour heavily. It lasts about as long as attention on X: the median half-life of a post is about 80 minutes. Paying for reposts breaks X's own rules, paid creator posts need X's Paid Partnership label, and the FTC bans knowingly buying fake followers and views. Use a launch network to light the match, then make sure the founder has something worth repeating on day two.

The claim

What Andrew Yeung calls the underground distribution network.

On October 22, 2026, Andrew Yeung, a former Google and Facebook employee who runs Andrew's Tech Events (about 25,000 attendees at 75 events in 2025), described the playbook in a short video.

His description, summarized. Since Twitter became X, tech founders, investors and AI-curious people went back to the platform while trade press lost readers. When a startup launches, it works with an agency that gets hundreds of accounts, anonymous profiles and influencers to quote-repost at the same time. Within hours the launch can reach a million views and take over the timeline for a day. He adds that the operators are often very young or based in India, and that doing it yourself is hard and expensive (Andrew Yeung; background: Profile of Andrew Yeung, Andrew's Tech Events).

What we could verify. The sequence, the timing and the guaranteed-view offers are confirmed by the vendors' own pages. The anonymous accounts, the young operators and the India detail appear in no source we found, so we leave them out. The trade press part fits the data: in the US, more people got news from social and video networks (54%) than from TV or news sites for the first time in 2025, and weekly use of X for news rose 8 points to 23% (Reuters Institute Digital News Report 2025).

Fig. 1 · Launch day, minute by minute● what the network buys

The network buys the first thirty minutes. A wave of posts lands while, by third-party estimates, the ranker is still deciding how far the post travels. Timings from vendor playbooks (Doomers, GrowthMatrix) and the half-life study (Pfeffer).

The market

Underground, with a pricing page.

The playbook is sold openly in 2026. All figures below are published by the sellers themselves.

Seller	What they sell	Price	Source
a16z new media	Launches as a service for portfolio companies, house account of about 1M followers	Portfolio only	a16z
Doomers	Creator wave in one window, seed list of 80 to 100 accounts, one company per weekday	On a call (self-reported $10M run rate)	Doomers press release via Newsfile
LaunchVideo.com (Atomik Growth)	Launch video plus coordinated tech and founder accounts, 1M, 3M or 5M view guarantees	On a call	LaunchVideo.com
Clickstrike	Launch video studio, creator reposts plus paid amplification	From $25,000, amplification extra	Clickstrike
Flowjam	Launch film, tiers with guaranteed views	$20,000 film, $30,000 to $50,000 tiers	Flowjam
GrowthMatrix	X launch campaigns with an agreed impressions floor	On a call	GrowthMatrix

The crypto precedent

Crypto formalized paid launch-day posting years earlier with KOL rounds: discounted tokens plus cash per post. In September 2025 the investigator ZachXBT leaked one campaign where about 160 influencers accepted payment and fewer than 5 labelled their posts as ads (The Block on the ZachXBT influencer leak).

What X shut down

In January 2026 X revoked API access for InfoFi apps that pay users to post, citing AI slop and reply spam, and Kaito shut down Yaps (Decrypt). That ended the automated, token-paid version. Nothing in X's announcements targets the human-brokered version.

What it costs, by arithmetic

At the $27 CPM we use as our benchmark for a US AI and SaaS audience, one million impressions bought as Meta ads cost about $27,000. Flowjam's 1M-view launch tier costs $50,000, film included (Flowjam). Both buy a day of attention. Neither builds an audience you keep.

Why it works

Crowds herd, and the ranker decides early.

Herding

One early signal moves everyone after it.

In a randomized experiment on a social news site, one artificial up-vote made the next rating 32% more likely to be positive and raised final scores by 25% on average (Muchnik). In MusicLab, 14,341 people downloaded songs: when they could see download counts, the winners grew bigger and less predictable (Salganik).

The ranker

Analyses say X decides reach in the first half hour.

X ranks For You with a transformer adapted from Grok-1, whose code was published in January 2026. Analyses of the code say early replies, dwell time and DM shares open the wider pool, while reports and mutes close it (PPC Land). In the scoring weights published in August 2026, a predicted quote or reply counts 5, a repost 1 and a like 0.66, while a predicted mute counts minus 58.8 and a report minus 234 (xai-org/x-algorithm). Each quote is a new post shown to the quoter's own followers: a quote from an account whose followers care travels far, and one whose followers tend to mute it barely travels.

What lasts

A million views, then the clock.

The best-documented viral launches bought attention well before they could show a business.

Fig. 2 · Attention left on a post, 80-minute half-life● arithmetic: 0.5^(t/80)

By the evening, a launch post has spent nearly all its attention. Median half-life measured on impressions by Pfeffer, Matter and Sargsyan (Pfeffer).

13M+views on Cluely's launch video; 700 paid clippers by July 2025SF Standard on Cluely

$5.2MCluely ARR per its Stripe figures ($2.7M + $2.5M), after a false $7M ARR claimTechCrunch

$348KFriend revenue reported by Fortune, after $1M+ of subway adsFortune on Friend

98%of #1 Product Hunt launches with no Series A in 18 monthsPHBench

Read these carefully. Cluely's founder later said "maybe we launched too early" (TechCrunch). The Product Hunt study shows a #1 rank goes with about four times the Series A rate of a low rank (2.2% against 0.5%), which is a correlation and may simply reflect better teams (PHBench). Gamma's co-founder says winning Product Hunt nearly made his team mistake buzz for product-market fit (SaaStr).

Read the ratio

Fake numbers persuade. Divide them.

A bought crowd works on more people than founders admit. What a sophisticated reader adds is a ruler.

Fig. 3 · Median views per like● judged amplified

A million views with a few hundred likes is a signature. Vendor research on 30 launches (20 amplified, 10 organic), classified mostly by this ratio, so treat it as a heuristic (FORKOFF).

Numbers persuade

Inflated follower counts still raise perceived influence even when people know some followers are fake; the effect fades only when the account already has real expertise or popularity (Zhou et al.). Fake numbers persuade, so the defense is the ratio above. X counts every view by a logged-in user, repeat and own views included (X Help).

The fake startup

Arthur Zargaryan, who runs LaunchVideo.com, launched a fake company, Sliceline.ai, with a fake $6M round. Its video passed 700,000 views by the end of launch day (Arthur Zargaryan). He sells launches, so the stunt is also an ad, and it proves the point: views are the part of a launch you can buy without a product.

The investors' own warning

a16z, which sells launches to its portfolio, criticizes launches with engagement metrics that do not pass the smell test and says business impact matters more than launch day (a16z).

The rules

Paid reposts break X's rules. Paid creator posts need a label.

Informational summary of the texts, checked October 23, 2026. Ask your counsel before a paid campaign.

01

X bans bought engagement

The platform manipulation policy bans selling or purchasing engagements, reposts included, and the authenticity policy bans compensating others to inflate an account's metrics (X Help, X Help). Penalties range from limited visibility to suspension. Coordinating to express ideas or support is allowed; coordinating to inflate metrics is banned even without payment.

02

X Paid Partnership label

A creator paid to make their own post about your launch must turn on X's Paid Partnership disclosure; gifts, affiliate codes and ambassador deals count as payment (X Help). The label arrived around March 2026 (eMarketer). It discloses the payment; it does not make metric inflation acceptable.

03

FTC Endorsement Guides

A paid post is an endorsement. The connection must be disclosed clearly and be hard to miss, and the brand is expected to monitor its endorsers (FTC).

04

FTC rule on fake indicators

Since October 21, 2024, buying or selling fake indicators of social media influence, such as followers or views generated by a bot or hijacked account, is banned when the buyer knew or should have known they were fake and uses them for a commercial purpose. Knowing violators face civil penalties (FTC, Morgan Lewis).

05

France and the EU

French law 2023-451 requires the words "publicité" or "collaboration commerciale" on paid influence (Actu-Juridique on French law 2023-451 (commercial influence)). EU consumer law also bans undisclosed paid editorial content and commissioned fake social media endorsements (European Commission).

06

Views are not unique

X counts every view by a logged-in user, including repeat views and the author's own (X Help). A view count is the easiest number in a launch to pad.

The playbook

Launch week in six steps, without renting your reputation.

01

Build your own champion list

50 to 100 people who would repost you without being paid. Brief them a week before.

Founders in a16z speedrun's launch guide call them champions who start network effects, and one sums up the brief as "get folks to retweet" (a16z speedrun). Your investors, customers, former colleagues and founder friends are real accounts with real followers, and their quote-posts carry a voice no paid network can fake.

Do this

List names, handles and the one sentence each could say in their own words
Send the time, the post and the quote angle 7 days before
Ask for quote-posts first, plain reposts second

02

Put the founder on camera

The launch video should be a format you can repeat on day two.

Launch films are converging: one studio founder calls it format fatigue and says novelty wins (Filippo Carnevale (EPTA)). A cinematic film is a one-off. A founder explaining the idea in under two minutes is a die you can throw again every week, which is how the dice system turns a launch into a series.

Do this

Record one founder cut of the launch next to the film
Script three follow-up angles from the same idea
Keep the signup link out of the video post itself

03

Shape the post for the ranker

Ask for replies, put the link in the first reply, launch on a weekday morning US time.

X ranks with a Grok-based model whose code was published in January 2026; third-party analyses say early replies, dwell time and DM shares decide reach, and posts with external links get less of it (PPC Land). Vendor research on 194 launches found a median of about 237,000 views for the 18 posts with a reply ask against 332 without, a gap the authors mostly put down to bigger accounts running these plays (Infinite).

Do this

One clear question in the post
Link in reply number one
Tuesday to Thursday, early morning Pacific

04

Pay for creators, never for reposts

Paid reposts break X's rules. Paid creators make their own labelled post. Anonymous accounts are a hard no.

X bans purchasing engagements and paying others to inflate metrics (X Help). A creator's own sponsored post is allowed with the Paid Partnership label (X Help), and it is an endorsement under the FTC Endorsement Guides (FTC). Knowingly buying fake followers or bot views for a commercial purpose is banned by the FTC's 2024 rule (FTC). Crypto shows the reputational cost: in one leaked campaign about 160 influencers accepted payment and fewer than 5 labelled their posts (The Block on the ZachXBT influencer leak).

Do this

Write the disclosure duty into every agency and creator contract
Ask the agency for the list of accounts before you pay
Refuse guaranteed views from accounts you cannot name

05

Prepare four weeks of follow-up

Signups arrive over days. Give the curve somewhere to land.

Doomers says most signups and follows arrive after the first day of a launch (Doomers). Attention on X halves in about 80 minutes (Pfeffer). The launch buys a peak; the follow-up posts decide whether your real audience grows from it.

Do this

Customer reactions, a founder thread and a behind-the-scenes cut, ready before T0
One new format per week for four weeks
LinkedIn version on day two

06

Judge the launch on business numbers

Views tell you what the ranker liked. Demos tell you what the market wanted.

The man who runs LaunchVideo.com ran a fake startup past 700,000 views on launch day and warned that views can go "absolutely nowhere" (Arthur Zargaryan). Gamma won Product Hunt day, week and month, then watched signups plateau; it later reached $100M ARR mostly on word of mouth, helped by a launch tweet that went viral on its own merit (SaaStr). Read signups, activation and booked calls, then decide.

Do this

Signups and activation by day for 14 days
Booked demos and inbound investor or hire messages
Followers gained on the founder account, kept after 30 days

What Silicon Valley says

Advocates, skeptics and our read.

For

a16z's new media team offers to help founders win the internet for a day and calls launch videos an enduring format (a16z, a16z). Lester Chen at a16z speedrun says a viral video can get a founder to the investor meeting, with no promise of the check (a16z speedrun).

Skeptics and alternatives

Nico Christie, quoted in the same speedrun guide, says a launch is a weapon and the goal lies elsewhere (a16z speedrun). Elena Verna, writing about Lovable's growth, calls word of mouth the growth engine (Elena Verna). Gamma reached $100M ARR mostly on word of mouth after its first launch buzz plateaued (SaaStr).

Our read

A launch network is a match. It lights a fire only where there is fuel: a founder who keeps saying something worth reposting after day one. In two years we generated 400M+ organic views for clients (last count January 2026), and every account that compounded did it with formats repeated week after week.

In one line

A million views rents the timeline for a day; an idea worth repeating owns it for years.

The theory behind it

Why bought launches work for a day, why expert audiences see through them, and why founders should spend launch week building something that repeats. Read the essay by Dr. Louis Korczowski: Startups Now Buy Their Viral Launches on X. A Million Views Rents the Timeline for One Day.

Questions

Paid launch distribution on X, answered.

What is the underground distribution network for startup launches?

The phrase comes from Andrew Yeung, a New York tech-events founder, in October 2026. It describes paying a network of accounts to repost and quote-post a startup launch on X in the same short window, so the ranker reads it as a viral moment. Several agencies sell it openly, and a16z runs a version for its portfolio.

How much does a viral launch on X cost?

Public prices are rare. Flowjam lists about $20,000 for a launch film and $30,000 to $50,000 for tiers that add guaranteed views. Clickstrike starts at $25,000 per launch, with amplification quoted separately. Distribution-only agencies such as Doomers, LaunchVideo.com and GrowthMatrix quote on a call.

Does buying a viral launch work?

For a day, often yes. A single early up-vote made the next rating 32% more likely to be positive in a Science experiment, and analyses of X's code say the first minutes weigh heavily. Durable outcomes are a different question: in 67,292 Product Hunt launches, about 98% of #1 launches raised no Series A within 18 months.

Is it allowed to pay people to repost a launch?

X bans buying reposts and paying others to inflate an account's metrics. A creator paid to make their own post is allowed with X's Paid Partnership label. In the US the FTC requires a clear disclosure of paid endorsements and, since October 2024, bans knowingly buying fake followers or views for a commercial purpose. In France, law 2023-451 requires the mention publicité or collaboration commerciale.

How can investors tell a launch was amplified?

Look at views per like as a heuristic. One vendor that sorts launches mostly by this ratio found a median of about 1,441 views per like for launches it judged amplified, against about 354 for organic ones. Then look past the views to demos, customers and the founder's posts in the following weeks.

What should a founder do instead?

Use a network of real champions on launch day, label anything paid, put the founder on camera, and plan four weeks of follow-up formats before launch day. The launch starts the curve. The founder's repeated ideas decide where it ends.

Sources

Everything cited on this page.

Vendor and self-reported figures are labelled in the text. Checked on October 23, 2026.

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