VideoSelections — evidence-based video curation
Which video should I watch?
Evidence-based rankings of YouTube tutorials — built from timed transcripts and viewer comments, with reasons, contradictions and the things no video tells you. A compass, not a substitute.
Browse by category
Car Detailing & Paint Care
Swirl marks, ceramic coatings, interior stains — detailing is a craft of small techniques where the wrong product or method costs real money. These…
Dog Training
Barking, pulling, biting, recall — the same problems, taught a hundred conflicting ways. These guides rank the methods that hold up and flag the ones…
Indoor Plants & Houseplant Care
Yellow leaves, root rot, watering, propagation — houseplant problems have simple causes and a lot of confident, contradictory advice. These guides…
Air Fryer Cooking
Times, temperatures and technique for the air fryer, taught in a flood of near-identical videos. These guides rank the ones that actually get the…
Browse by channel
Prefer to follow creators? See the YouTube channels we most often recommend, with every video of theirs we ranked.
How we rank
Every guide starts with a wide scan — we search the topic several ways and merge the results, often a hundred-plus candidate videos — then narrow to the ones whose content we can actually verify against their own transcripts. Those finalists are read alongside their viewer comments, then ranked on four criteria: accuracy, pedagogy, coverage and freshness.
We publish the reasoning, not just the order: where videos contradict each other and what is worth knowing before you start. Nothing here replaces watching — every recommendation links straight to the creator, and each timestamp jumps to that moment in the video.