side hustles
How Freelancers Actually Use AI in 2026
A survey of 214 independent professionals on where AI helps, where it fails, and what clients notice.
- Sample
- 214
- Published
- Aug 2026
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Field notes, surveys, and transparent methodology—sample sizes and limits in plain view. Built for readers who need a source, not a press release.
side hustles
A survey of 214 independent professionals on where AI helps, where it fails, and what clients notice.
Cite with care
Every study should tell you who was asked, what was measured, and where the edges are. If a finding is directional rather than definitive, we say so.