Buying Views Is Now an FTC Problem: What Agencies Must Know

The Cheapest Growth Hack Now Has a Federal Price Tag

For a decade, buying views was treated as a minor sin: bad taste, a waste of money, occasionally a platform ban. It is now a federal rule violation. In August 2024 the FTC voted 5-0 to finalize a rule that "prohibits anyone from selling or buying fake indicators of social media influence, such as followers or views generated by a bot or hijacked account" (FTC guidance). "This rule is effective October 21, 2024" (Federal Register).

The ceiling on the penalty is the number that gets attention. For knowing violations of an FTC trade regulation rule it rose in January 2025, an "increase from $51,744 to $53,088" per violation (Federal Register), and the FTC has confirmed those amounts "will remain unchanged during 2026" (Federal Register). It is a maximum, not a price list: courts "may impose much lower per-violation penalties" (Federal Register). But an agency that bought engagement across a client roster is not counting in ones.

What Counts as a Fake Indicator

The regulation's definition is broad on purpose. Indicators of social media influence are metrics "such as followers, friends, connections, subscribers, views, plays, likes, saves, shares, reposts, and comments." The prohibition runs both ways: selling them, and to "purchase or procure fake indicators of social media influence that they knew or should have known to be fake" (16 CFR Part 465).

Two limits keep it aimed at business:

• Knowledge. It applies only where the buyer "knew or should have known that the indicators were fake" (FTC guidance).
• Commercial purpose. Individuals acting without one are, in the FTC's words, "excluded from the rule's scope" (Federal Register). A creator who monetizes, a brand, and an agency buying on a client's behalf are the ones it is written for.

What the Rule Does Not Do

Knowing the edges matters as much as knowing the center, because both get misquoted.

• Brands are not liable for an influencer's fake audience by default. The FTC's own Q&A asks, "Would our business be liable under the rule for hiring influencers who happen to have fake followers? No." Liability needs red flags you ignored (FTC Q&A).
• It is not the disclosure rule. "Does the rule cover when and how influencers should disclose their relationship to a brand? No." But the same answer warns that "failing to disclose relationships between influencers and brands could violate the FTC Act" (FTC Q&A). That obligation is older and it is enforced separately.

Enforcement Is Early, Not Absent

• The precedent predates the rule. In 2019 Devumi settled what the FTC called its "first-ever complaint challenging the sale of fake indicators of social media influence," including "over 32,000 sales of fake YouTube views" (FTC guidance).
• Warning letters went out in December 2025. FTC staff "sent letters to 10 companies," reminding them the rule covers "misusing indicators of social media influence like the number of followers or views," with "civil penalties of up to $53,088 per violation." The letters "are not formal determinations" of a violation (FTC guidance).
• A civil penalty complaint followed in May 2026, alleging violations of "the Reviews and Testimonials Rule by writing, creating, buying, or selling fake reviews" (FTC guidance). Fake reviews came first. Fake views sit in the same rule.

Sponsored Clips: Where the Disclosure Has to Live

Most agencies will never buy a bot view. Almost all of them ship sponsored clips, and that is where the everyday risk sits. The FTC's guidance for creators is specific about video:

• In the video, not under it. "The disclosure should be in the video and not just in the description uploaded with the video" (FTC, Disclosures 101). For TikTok the FTC goes further: "A disclosure in the text description is thus very unlikely to be clear and conspicuous" (FTC guidance).
• Early, not at the end. "Viewers are more likely to miss a disclosure at the end of the video" (FTC guidance). In a 30-second clip, the end is where most viewers never arrive.
• The platform toggle is not enough on its own. The 2023 guides note "a platform's built-in disclosure tool might not be an adequate disclosure" (FTC guidance), and the creator guide says "don't assume that a platform's disclosure tool is good enough" (FTC guidance). Use it anyway: YouTube requires "selecting the paid promotion button in your video details" (YouTube Help), TikTok says "you must turn on the content disclosure setting" (TikTok), and Instagram requires you to "use the paid partnership label to tag the brand you are working with" (Instagram Help).
• Plain words. The FTC says "don't use vague or confusing terms like" sp, spon or collab (FTC guidance). "Ad" and "Sponsored" work.
• Free product counts. "Financial relationships aren't limited to money" (FTC guidance).
• Live streams repeat it. "The disclosure should be repeated periodically" so late arrivals see it (FTC guidance).

The guides are not statutes: "The Guides themselves don't have the force of law," though conduct inconsistent with them can support an FTC Act case. And the burden does not stop at the creator: "Advertisers need to have reasonable programs in place to train and monitor members of their network" (FTC guidance).

An Agency Compliance Checklist

1. Put a no-bot clause in every vendor and creator contract. Growth services, promotion networks, anyone paid on reach: in writing, no purchased or automated engagement, with a right to audit.
2. Treat spikes as red flags. A jump in followers with no matching content, or views from geographies the account never targeted, is the kind of signal the "should have known" standard in 16 CFR 465.8 is built on. Investigate before you report it to a client.
3. Write the disclosure into the brief. Spoken and on screen in the opening seconds, plus the platform toggle. Brief it once, check it on every deliverable.
4. Log your monitoring. A dated record of what you checked and when is how an agency shows the kind of "reasonable programs" the FTC expects.
5. Report clean numbers. If an account ever bought engagement, say so and exclude the period from performance claims. A client deck is a commercial use.

This is general information, not legal advice. Take specific campaigns to counsel.

Where ClipForge Fits

ClipForge makes clips. It does not sell, buy or simulate engagement, and its viral score is an estimate of how a clip is likely to perform, never a number anyone can present as reach. For agencies, Agency and Business plans export client work under the client's own brand-kit watermark instead of ours. The views those clips earn are the only kind worth reporting.

Keep Reading

• The Agency Model for Video Repurposing: How to Offer AI-Powered Clip Services to Clients
• The Creator Monetization Stack
• Short-Form Video Analytics: The 5 Metrics That Actually Predict Channel Growth

, Rocky