JustWatch and Reelgood tell you a show is "on Netflix." They don't tell you season 3 got pulled last month and moved to Hulu, which happens constantly. And none of them check YouTube, where a surprising amount of stuff, especially older or obscure titles, is just sitting there free.
I'm building something more granular: search any show or movie, get an episode-by-episode breakdown of exactly where it's available right now, streaming platforms plus YouTube.
Do you actually hit this problem, hunting for a season that vanished, or is it just me?
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