The math behind most passive income claims does not add up. Paste any link and our AI calculates what the numbers really mean before you spend money or time chasing it.
Check a Passive Income Video FreePassive income videos have a structural problem baked into the format itself. The people best positioned to teach you how to make passive income are people who are already making it -- which also makes them the people with the most to gain from selling you a course about how to make it. This conflict of interest is present in almost every video in the category.
The most important thing we check is whether the capital required to generate the stated income is disclosed alongside the income figure itself. Someone who invested $500,000 in rental properties and earns $5,000 a month passively is not making money easily -- they are earning a 1% monthly return on half a million dollars. A video that leads with "$5,000 a month passively" while omitting the $500,000 starting point is technically accurate and practically misleading.
We also look for survivorship bias in the way success stories are told. You will see the person who made $100,000 in their first year. You will not see the hundreds of people who tried the same thing and made nothing. Survivorship bias is one of the most powerful misleading techniques in online business content because the featured result is true -- that person did make that money -- while creating a completely false impression of how likely the result is.
Course funnels are the third major area. A significant portion of passive income YouTube exists primarily to channel viewers into paid programs and mentorship. HypeDetector checks the ratio of informational content to promotional content and flags videos where the structure suggests the primary purpose is selling rather than teaching.
The phrase "I made $X from home with no experience" almost always omits the critical variable: how much money or time was invested upfront to generate that result. Real passive income almost always requires significant capital, a large audience built over years, or a skill set that is not common. When income claims appear without the cost side of the equation, the video is presenting an incomplete picture by design.
HypeDetector checks income claims against capital and time context and flags when the math only works if you supply the missing numbers yourself.
The classic survivorship story goes like this: the creator tried a method, it worked for them, therefore it will work for you. The logic feels sound but it is not. HypeDetector checks whether a video acknowledges failure rates, whether it presents data about typical versus exceptional results, and whether the creator's success is framed as a reliable system or as a personal outcome that happened to work in their specific circumstances.
"This one simple system" and "my proven method" are phrases that appear constantly in passive income content. They create the impression of a replicable process without describing what that process actually is. If a method cannot be explained in plain language, it either does not exist or does not work the way the video implies. HypeDetector flags vague system language as a hype signal, particularly when it appears alongside a course or mentorship upsell.
3 free checks per session -- no signup needed