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I made an AI video ad for Sambucol using Google Omni Flash.
Sambucol needed something that looked and felt like real office footage. Getting the lighting, movement and overall realism right took several iterations, but the result holds up next to traditional production.
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🚨 AI FEATURES DON’T CREATE RETENTION.
COMPOUNDING VALUE DOES.
Most AI note-taking apps compete on:
🎙 faster capture
📝 better summaries
🏷 smarter tagging
🔎 stronger search
Useful, yes.
But none of that guarantees users come back.
The bigger opportunity is when the product starts getting more valuable because the user has already used it before.
In this concept, AI doesn’t just process a note.
It notices:
→ which ideas keep returning
→ which topics appear across different contexts
→ which thoughts may deserve action
→ when an old note becomes relevant again
That changes the product from an archive into a system that learns from accumulated behavior.
And that creates a much stronger growth loop:
More input → more context → better resurfacing → higher perceived value → more input
That’s the kind of mechanic I’d test for retention.
📊 Product targets
• 30%+ faster capture flow
• 40%+ increase in resurfaced-note engagement
• 20%+ improvement in weekly return rate
• 2× higher note-to-action conversion
• 50% less manual organization
The interesting AI products won’t win because they generate more.
They’ll win because every interaction makes the next one more valuable.
👉 BOOK A MOBILE APP STRATEGY SESSION
https://calendly.com/asol_design/book-diagnostic-call-linkedin-clone
What I like most here is the idea of AI becoming more valuable with time, not just more capable in the moment. If every new note improves how older thoughts are connected and resurfaced, the archive stops being storage and starts becoming product intelligence
Created my own coffee brand! Even though I don't technically fit the requirements of this challenge, I really wanted to bring this concept to life. How do you like the result? ☕️✨
Nice work @Mila Visuals
Moody, desaturated, and deeply melancholic.
Wan 3.0 captures raw emotion and cinematic texture so naturally.
That single overhead light doing all the work on his face sells the mood more than the color grade does. Wan's handling shadow falloff well here.
