How I Built a 22K Audience With One Repeatable Format (and Why Consistency Beats Creativity)
In a few months one short-form format took me past 22,000 followers and roughly 14.7 million views in a single 90-day window. I’m a backend engineer by day. This was a side experiment in distribution. The surprise: the format mattered far more than any individual idea I had.
One shape, infinite content
Every video is the same skeleton.
- An English quote — philosophy, a book, a film.
- An explanation in Hindi — the meaning, unpacked plainly.
- A conclusion — one line that lands.
That’s it. Kafka, the 48 Laws of Power, literature, cinema — the content varies infinitely, the container never changes. This is the whole trick, and it’s counterintuitive to creative people: a fixed container is a feature, not a cage.
Why a fixed format wins
- Production speed. Once the structure’s decided you’re only ever sourcing content, never re-inventing the wrapper. I could ship 1–2 a day without burning out, because 80% of the decisions were already made.
- Audience expectation. People don’t subscribe to a video. They subscribe to a promise. A consistent format is a promise the viewer can rely on, which is what turns a viewer into a follower.
- The algorithm rewards consistency. Recommendation systems learn what your account “is” and who to show it to. Every off-format experiment resets that learning. Sameness, here, is leverage.
The niche was the other half
I sit at an odd intersection — a crypto/payments engineer who actually reads philosophy — and the content lives at Hindi-language philosophy and self-help, a genuinely large and underserved pocket. Pick a niche where your real, specific intersection meets a hungry audience. The format gives you velocity. The niche gives you a lane with room to run.
What the numbers actually taught me
14.7M views in 90 days sounds enormous until you check the next column: the vast majority were non-followers. That’s the short-form bargain — huge reach, shallow conversion. The lesson for anyone doing this seriously: reach is not the bottleneck. The path from view to follower to something that matters is.
I had distribution long before I had any way to convert it, which is backwards if your goal is anything past vanity metrics. Decide what a view is for before you go chase a million of them.
If you’re starting
- Lock one format before your first post. Variety early is a tax you pay in slower algorithmic learning.
- Find your real intersection. The thing only you can make is where two of your worlds overlap.
- Ship daily inside the format. Volume inside a constraint compounds. Volume across random formats doesn’t.
- Know your conversion goal up front. Reach without a destination is just expensive noise.
The creativity goes into what you say. The growth comes from never changing how you say it. I built a machine for 14.7 million views and still hadn’t decided what they were for, which tells you something about how easy reach is and how hard the rest of it stays.
p.s. — still taking suggestions on what 14.7 million views are actually for.
I’m Prajjwal Chittori — backend engineer by day, creator by experiment. prajjwalchittori.com · Instagram · YouTube.