Most apps don’t get users wrong because the tech is 'bad.'
They get users wrong because they get users too early.
You do one thing once, and the app decides:
'Cool. This is who you are now.'
But real life doesn’t work like that.
- You searched 'how to sleep better' for two nights → now your feed is sleep content forever
- You watched a breakup reel → now every suggestion is heartbreak and 'healing'
- You clicked one expensive bag out of curiosity → now the app thinks you’re a luxury shopper
- You were consistent in the gym for 2 weeks… then got sick → now you get 'need motivation?' every day
This is what I mean by context shift.
People change week to week. Sometimes day to day.
The mistake isn’t personalization.
The mistake is treating a moment as a permanent identity.
If an app is going to 'learn' me, it should also let me correct it.
A Reset button isn’t a nice-to-have. It’s basic fairness.
Reset should mean:
- Reset recommendations (feed/topic assumptions)
- Reset notification behavior (frequency + timing + topics)
- Reset 'interests' the app inferred from 1–2 actions
Because 'clear watch history' or 'delete search' doesn’t fix the real thing:
the hidden profile the app built in the background.
Here are the arguments I keep hearing:
Argument 1: 'Users won’t use Reset, so why add it?'
My take: If users don’t use it, fine, but the people who need it REALLY need it.
Argument 2: 'Reset will reduce engagement.'
My take: Short-term engagement isn’t the goal. Long-term trust is.
No one stays in an app that feels pushy or misunderstood.
Argument 3: 'The algorithm should just be smarter.'
My take: Even smart systems guess wrong. The Reset button is a safety valve for bad guesses.
If you were designing this, what would you choose?
Pick one (and explain why):
A) A big Reset personalization button
B) 'Why am I seeing this?' on every recommendation
C) A 7-day expiry on assumptions unless the user confirms
D) A 'mute topic' control (forever)
My vote: C + A together.
Because context changes and users deserve an easy way to get back to 'normal.'
What’s your pick - A/B/C/D?