@DailyperfectClasses Channel Audit: 26.1K Subs, 1,500 Videos, India Education

The first thing that jumps out, honestly, is the ratio. 1,500 videos for 26,100 subs is a sub-per-57-videos rate, which is rough. Healthy education channels in India usually convert way faster than that — somewhere closer to one sub per 10-15 videos once a channel finds its footing. So either the catalog is much older than the current audience-fit (very possible after 4 years of uploading), or a big chunk of those 1,500 are class-session uploads that index for narrow exam queries and never really had subscriber-conversion intent. Both are common with "Deepak Classes"-style tutoring channels.

The view math is the next thing worth sitting with. 4,090,986 total views ÷ 1,500 videos = about 2,727 views per video lifetime. That's not bad for a tutoring catalog — a lot of those views are probably from a small set of exam-season hits, and the long tail is doing 200-800 each. Without a Social Blade overlay I can't see which uploads are the breakouts, but the shape almost always looks the same on channels like this: 5-10 videos doing 50K+, and the other 1,490 doing under 3K. Worth the creator opening Studio and sorting by all-time views, because those top 10 are the actual brand.

Now the part I have to be straight about: the last 10 uploads in the scrape all show 0 views with no titles. That's either a recently dropped batch (within hours, before the public counter catches up), unlisted class material going to enrolled students, or a scraping hiccup on my end. If those are public uploads that are genuinely sitting at 0 after a day, that's a big signal — usually means thumbnails/titles aren't getting served in browse or suggested, and the channel is leaning entirely on a subscriber-notification audience that isn't clicking. If they're unlisted/student-only, fine, but then the channel is doing double duty as a CMS and a public YouTube presence, which dilutes the public signal Google reads.

The content mix is the cleanest data point: 30 of the last 30 uploads are long-form, zero Shorts. For an India education channel in 2026 that's a real choice, and not necessarily the wrong one — Shorts traffic for tutorial content is famously low-intent, and the algorithm doesn't reward Shorts→long-form crossover the way it used to in 2023. But zero Shorts is leaving the top-of-funnel completely on the table. One Short a week pulling 5-10K with a single "full lesson on the channel" line is a low-cost test, and the channel has the back-catalog to source clips from for free.

The niche position is interesting. "Deepak Classes" reads like a personal-brand tutor channel — likely board exam, NEET, JEE, or state board content. There are channels in that exact lane sitting at 1M+ subs (Physics Wallah, Khan GS Research Centre, Adda247 sub-brands), so the ceiling is enormous. But the gap between 26K and the leaders is almost always about packaging — thumbnail discipline, title structure that matches exam-query language, and one signature playlist that becomes a discovery anchor. From 1,500 uploads I'd bet there's no single playlist doing more than 30% of channel views, which is usually the lever.

If I had to call one thing that'd move the needle: pick the single highest-viewed exam topic in the back catalog, build a tightly-titled 20-video playlist around it ("Class 10 [subject] Full Course 2026" energy), and gate the next 60 days of uploads to feed that playlist. The catalog problem on a 1,500-video channel isn't "make more" — it's "make the existing 1,500 findable." Pinned playlist on the homepage, end-screen routing every new upload into the playlist, and the lifetime-views-per-video number starts climbing on its own. That's the move I'd be testing if this were my channel.