Atique Bandukwala

Atique Bandukwala

Founder building Video Performance AI
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Atique Bandukwalaleft a comment
Vidopix: Explains why videos work or fail and what to change at each moment before promotion.
Andrei Tudor
Can you explain your product in less than 20 words? I'll start 👇
+1 comment
Upload your video and understand how audiences are likely to react before you publish. Vidopix analyzes emotional and behavioral cues to surface engagement dips, pacing issues, and moments of confusion — helping teams fix what matters early. Built for marketers, researchers, and content teams working with video who want clarity, not guesswork
Vidopix
Vidopix Understand why people react the way they do in videos
Atique Bandukwalastarted a discussion

How do you decide if a video is good enough before publishing?

Most teams I speak to still rely on gut feel, internal reviews, or past benchmarks to decide whether a video is “ready". But once it’s live, the data tells a very different story — drop-offs in the first few seconds, emotional disconnect, pacing issues. Curious how people here handle this pre-publish phase today. Gut instinct? Team feedback? Past performance data? Post-publish A/B tests only?...