The ceiling is your like count and your average view duration, not your budget
A watch-page view is cheap. The mistake is treating cheap as a reason to order until the number looks impressive in isolation. Two other figures on the same page decide whether that number looks like a video people finished or a video people bounced from.
The first is likes. Anyone who lands on the watch page sees both. A video with 80,000 views and 40 likes reads as traffic that did not care. The second is average view duration in your own analytics. Purchased views register as views; they do not add watch time in proportion. The public counter goes up, the session length in YouTube Studio goes down. That dilution is real, and it is the reason a large order on a video you also use to judge content quality will make the Studio graph harder to read.
Use the table as a stop rule. If an order would put the counter somewhere the existing like count cannot support, cut the views or add likes on the same video. Do not “fix” average view duration by buying more views — that makes the dilution worse.
| Watch-page views | Likes that still look plausible | What a much thinner like count reads as |
|---|---|---|
| 2,000 – 5,000 | 40 – 200 | A clip people opened and left |
| 10,000 – 25,000 | 200 – 900 | Campaign traffic that did not convert to a reaction |
| 50,000 – 100,000 | 800 – 3,500 | A counter that no longer matches the rest of the page |
| 250,000+ | 3,000 – 12,000 | A number you cannot explain to a sponsor looking at the same URL |