Exhibit 12
21%
AI now reads one in five solution profiles, and it prioritizes the proven ones.
AI assistants and answer engines went from 9% of profile reads on Human Cloud in February to about 21% by October.
Read chapter 02: AI is leading to more layoffs and more flexible talent →Exhibit 12
AI now makes about one in five profile reads
AI assistants and answer engines as a share of profile reads on Human Cloud, 2026
Source: Human Cloud platform data (profile-view events), pulled Nov 10, 2026. AI readers are assistants fetching a page at a person’s request and answer engines indexing profiles.Source: 2026 Flexible Workforce Study, Human Cloud and Independently.

The data
| Percent | |
|---|---|
| Feb | 9% |
| Apr | 16% |
| Jun | 26% |
| Aug | 21% |
| Oct | 21% |
Source: Human Cloud platform data (profile-view events), pulled Nov 10, 2026. AI readers are assistants fetching a page at a person’s request and answer engines indexing profiles.
