... complaints confusion sarcasm real feedback noise All mixed together. Creators want feedback but reading 500 5,000 comments per video is mentally exhausting and usually pointless. So they either skim or ignore comments entirely. That s the real gap Dizora exists for. We didn t build another comment summarizer . Summaries tell you what happened . Creators need to know what to do next . Dizora

... built Dizora because comments are data but creators treat them like noise Every creator reads comments. Very few use them. Not because they don t care but because once a video crosses a few hundred comments, feedback collapses into chaos. You see: scattered praise repeated complaints the same questions asked 40 different ways sarcasm, jokes, trolls, and real pain points all mixed together Your brain is not built to aggregate that reliably. It s a pattern-recognition problem disguised ... ... engagement. That s where Dizora

... Bikram an Engineer Maker Truth-Seeker Learner Creators kept telling me I spend more time wrangling comments than making videos. That felt upside-down, so I turned my find-the-signal mindset loose on YouTube comment chaos and Dizora.io was born. What Dizora

... Bikram Engineer Maker Truth-Seeker Learning. Creators kept telling me I spend more time wrangling comments than making videos. That felt upside-down, so I turned my find-the-signal mindset loose on YouTube comment chaos and Dizora.io was born. What Dizora