Biases › Social
Social
Social comparison
We evaluate ourselves by comparing with others.
Festinger (1954), A Theory of Social Comparison Processes.
What is Social comparison?
Social comparison is a behavioural bias (social family): we evaluate ourselves by comparing with others. Leaderboards and "you're ahead of 80% of users" messages. Nudgeswipe rates the evidence as strong. Source: Festinger (1954), A Theory of Social Comparison Processes.
The research
Leaderboards and "you're ahead of 80% of users" messages.
● Strong evidence (provisional)
Provisional rating: we cite only the original paper so far. It stays provisional until a replication or meta-analysis is added.
Key takeaways
- Honest nudge
Compare with personal progress or helpful peers.
- Dark-pattern line
Comparisons designed to make people feel inadequate.
Use it
Apply this with your agent
The prompt carries this bias, its evidence rating and the honest-vs-dark line.
ChatGPT, Claude, Grok and Cursor open with the prompt filled in (it is also copied, in case the prefill doesn't load). Gemini and Codex don't support prefilled links, so the prompt is copied and the app opens; paste it in.
Frequently asked questions
What is Social comparison?
Social comparison is a behavioural bias: we evaluate ourselves by comparing with others.
How does Social comparison work?
Leaderboards and "you're ahead of 80% of users" messages.
How strong is the evidence for Social comparison?
Nudgeswipe rates it strong evidence (provisional). Original source: Festinger (1954), A Theory of Social Comparison Processes.
How can you use Social comparison honestly?
Compare with personal progress or helpful peers.
When does Social comparison become a dark pattern?
Comparisons designed to make people feel inadequate.
In the wild
No teardown yet
We haven't captured a real product or email using social comparison yet. Seen one? Use the prompt above to audit your own flow, or browse all teardowns.
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