Doppler vs OSINT Workbench
Doppler and OSINT Workbench compared across the five dimensions of AI citability. The higher a profile scores, the more confidently AI search engines can identify, trust, and cite it. Scores reflect only verifiable profile data — no fabricated ratings.
OSINT Workbench
OSINT Workbench — build investigation cases with entity mapping, force-directed link graphs, 7 live API lookups (RDAP, DNS, Shodan, crt.sh, GitHub, Reddit, IP geolocation), and self-contained HTML reports. Free, portable, single EXE.
51/100
Fair citability
View profile Dimension-by-dimension
| Dimension | Doppler | OSINT Workbench |
|---|---|---|
| Identity | 60 | 75 |
| Evidence | 45 | 45 |
| Trust | 15 | 55 |
| Freshness | 50 | 50 |
| Classification | 100 | 20 |
| Overall | 52 | 51 |
A higher score means a more complete, verifiable, and AI-citable profile. Both products can improve their score by adding evidence links, contact and legal URLs, and keeping their listing fresh.