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Stack Overflow Dev Survey 2026

What makes answers trustworthy

Our analysis

Trust is driven by presentation quality and social proof, not authority. Well-organized content (59%) and high engagement metrics — upvotes, likes, views (48%) — top the list, ahead of personal referral from a trusted human (47%) and citability/trackable origin (40%).
What makes answers trustworthyAll Respondents · n = 15,355All RespondentsWhat makes answers trustworthyWell organised and logical59%Lots of upvotes or views48%Referred by someone I trust47%Many citations to follow40%I can see who posted it25%Source I'd heard of before24%Creative and thoughtful11%15,355Data licensed under Open Database License (ODbL) 1.0
All Respondents · n = 15,355
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Format

Question

What makes you trust the information you find when you are searching for answers? Select your top 3 choices.
  • multi select
  • Optional
  • v2026.1

Data

RespondentsPercent
The format and content of the information is well-organized and logical9,07159.1%
There are many upvotes/likes/shares/views associated with the content7,37748.0%
The information was referred to me by a human I trust directly7,15946.6%
The information has many citations, sources themselves don't matter as much as the ability to track down the origin6,11139.8%
I can see user activity associated with the human that posts the information I find3,89025.3%
I heard about the source of information before from another trusted source, such as a news site, a social feed, or a podcast interview3,73024.3%
The format and content of the information is creative and thought-provoking1,62810.6%

Use this data

Response data is released under the ODbL 1.0, which asks that you attribute it.

Structured for code, with the question, the year and the source url alongside the numbers.

A formatted table, ready to paste into a document, an issue or a prompt.

Spreadsheet

.csv is a plain text format which most spreadsheet software can open.