The Cold-Pattern Positivity Flip
Find the moments where users feel bad, and flip the product to reinforce progress instead of failure.
- Difficulty
- Easy
- Time to result
- ~weeks to results
- Steps
- 3
- Confidence
- 92%
A product-design pattern for engagement and retention: locate the 'cold' moments where users experience failure or negativity, then redesign those moments to reframe the outcome positively. Especially powerful in learning/skill products where early failure drives churn.
Origin
Emerged from Chess.com's game-review feature. The team assumed users would review games after losses to fix mistakes, but data showed 80% reviewed after wins. They flipped the loss experience to emphasize good moves and encouragement.
Core principles
- 01Users interacting with a feature after failure need reinforcement of progress, not a catalog of their mistakes.
- 02Human psychology often overrides the 'rational' product design a team originally built.
- 03First steps in learning anything are fraught with self-doubt; intentional design should guide users around that.
How to run it
- 1
Instrument to find the cold moments
Use data to identify where users disproportionately disengage or where a negative emotional state coincides with a drop in retention.
Pro tip Look for counterintuitive usage: at Chess.com, losses retain users ~10% worse than wins.
- 2
Reframe the moment positively
Redesign the surface so that after a bad outcome the product highlights what went well and adds an encouraging message rather than surfacing failures.
Pro tip Small levers work: success ratings, copy, button color, coach tone.
- 3
Soften the failure signal for beginners
For new users especially, reduce demoralizing signals — e.g. hide ratings for the first few sessions so users don't watch their score plummet.
Pro tip Over 75% of new Chess.com users self-classify as new/beginner and under a third win their first game.
Watch out Don't change the core rules of the game just to make beginners win — solve it through experience design.
In the wild
Instead of surfacing blunders after a loss, Chess.com shows the user's brilliant/best moves and has the virtual coach say 'losing just part of learning, keep it up.'
→ Game reviews +25%, subscriptions +20%, significant retention lift.
Chess.com is experimenting with hiding a new player's rating for the first five games so they don't see it drop, plus routing self-declared beginners into a delightful learn-to-play flow instead of a live game.
→ In-progress experiment to protect early retention.
Common mistakes
Designing for the rational user, not the emotional one
The team originally built game review for mistake-fixing; real users came for validation after wins. Building on assumptions instead of behavior leaves retention on the table.
Is it for you?
Best for
PMs on learning, skill, or progress-based consumer products where users regularly fail.
Not ideal for
Products with no failure/loss states or where users are experts who want blunt error surfacing.
From the transcript
“When you lose a game now as opposed to surfacing your blunders and your like horrible stuff that you did, we flip it on its…”
“when you lose a game, user retention is 10% worse than when you win a game”
“hiding your ratings for the first five times such that you're not seeing your rating kind of plummet”
From the episode
How to find hidden growth opportunities in your product
Albert Cheng (Duolingo, Grammarly, Chess.com)