I built vidfora because every YouTube research tool I tried answers the wrong question. They sort by view count, which mostly measures how big a channel already is. A million views on a 10M-subscriber channel is a quiet Tuesday. A million on a 50K channel is a breakout worth studying.
vidfora changes the unit. Every video is scored against its own channel's median, so what surfaces is the idea that overperformed, not the channel that was already big.
What that gets you:
Outlier database: search what already broke out in your niche
Live analyzer: paste any handle, see its real baseline and its outliers
Niche Hunter: scan any topic live for demand nobody is serving yet
AI thumbnails, titles and a coach, all working from your niche's actual breakout data
Free to search, no credit card.
For StartupBase users: 1,000 AI credits, free, with code STARTUPBASE - subscribe to any paid plan, then redeem it on your account page. Credits land 14 days after your first payment, never expire, and stack on your monthly allotment. Valid through December 31, 2026.
This might actually save quite a bit of my time. I often need to send photos, receipts, or documents to my own email, and the usual process has more steps than it should. Having a simple way to snap a photo and send it straight to my inbox sounds genuinely useful.
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Hey StartupBase π
I built vidfora because every YouTube research tool I tried answers the wrong question. They sort by view count, which mostly measures how big a channel already is. A million views on a 10M-subscriber channel is a quiet Tuesday. A million on a 50K channel is a breakout worth studying.
vidfora changes the unit. Every video is scored against its own channel's median, so what surfaces is the idea that overperformed, not the channel that was already big.
What that gets you:
Free to search, no credit card.
For StartupBase users: 1,000 AI credits, free, with code
STARTUPBASE- subscribe to any paid plan, then redeem it on your account page. Credits land 14 days after your first payment, never expire, and stack on your monthly allotment. Valid through December 31, 2026.