What AI says about Confirm
Data as of Oct 22, 2026Based on 25,953 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Confirm is a workforce enablement platform that combines learning, engagement, and performance tools to accelerate job readiness across frontline, scale-up, and traditional workforces.
<1%
of AI answers about Confirm and its rivals · since Jul 5
The market map
Employee Performance & Engagement SoftwareMentioned in
- 115FiveMentioned in 81%Avg. position 10.2
- 2LatticeMentioned in 76%Avg. position 3.3
- 3Culture AmpMentioned in 64%Avg. position 26.5
- 3LeapsomeMentioned in 60%Avg. position 46.7
- 5PerformYardMentioned in 51%Avg. position 41.5
- 6BambooHRMentioned in 45%Avg. position 24.8
- 7BetterworksMentioned in 30%Avg. position 41.1
- 8TeamflectMentioned in 23%Avg. position 31.7
- 9SpidergapMentioned in 17%Avg. position 56.7
- 9WorkdayMentioned in 17%Avg. position 8.1
- 11RipplingMentioned in 12%Avg. position 65.0
- 11TrakstarMentioned in 10%Avg. position 7.6
- 13Small ImprovementsMentioned in 9%Avg. position 5.2
- 13DeelMentioned in 7%Avg. position 7.6
- 38ConfirmMentioned in 1%Avg. position 6.8
Where Confirm ranks in AI
Topics where AI mentions Confirm
- Ongoing performance feedbackEmployee Performance & Engagement Software4%
- 360-degree feedback collectionEmployee Performance & Engagement Software1%
- Mentioned in
- What AI coaching tools help frontline managers handle feedback, performance, and retention?on this question37%
Excerpts where Confirm appeared in the AI's answer
ChatGPT SearchSep 14, 2026, ChatGPT Search Confirm — Uses AI-assisted reviews, feedback summaries, calibration tools, and signals that help managers identify performance and retention risks.
Google AI ModeSep 10, 2026, Google AI Mode Confirm : Focuses on performance management by using AI to synthesize organizational network data and feedback.
- I'm an HRBP looking for the best tools to facilitate talent review and succession planning meetings.on this question2%
Excerpts where Confirm appeared in the AI's answer
Google AI ModeSep 13, 2026, Google AI Mode Confirm — Leverages organizational network analysis and performance signals to surface hidden high-potentials and attrition risks for calibration discussions.
Confirm in AI’s own words
Question: What AI coaching tools help frontline managers handle feedback, performance, and retention?
ChatGPT SearchSep 14, 2026
Confirm — Uses AI-assisted reviews, feedback summaries, calibration tools, and signals that help managers identify performance and retention risks.
Question: What AI coaching tools help frontline managers handle feedback, performance, and retention?
Google AI ModeSep 10, 2026
Confirm : Focuses on performance management by using AI to synthesize organizational network data and feedback.
Question: I'm an HRBP looking for the best tools to facilitate talent review and succession planning meetings.
Google AI ModeSep 13, 2026
Confirm — Leverages organizational network analysis and performance signals to surface hidden high-potentials and attrition risks for calibration discussions.
Where AI mentions Confirm
Position in answers
- Named first13%
- 2nd or 3rd35%
- Later52%
Each engine’s share of its own answers across Confirm’s markets · since Jul 5
- ChatGPT Search<1%
- Google AI Mode<1%
How AI describes Confirm
Common descriptions
bias detection · ai-powered · organizational network analysis · ai-assisted reviews · ai-driven · data-driven
Other brands in Online Leadership and Business Programs
Sources AI cites
confirm.com 88%Other sites 12%
- Owned88%
- Performance Review Software With AI Coaching · 25% (opens in a new tab)
- Confirm · 21% (opens in a new tab)
- AI Manager Coaching Software | Confirm | Confirm · 17% (opens in a new tab)
- Frontline Performance Management Software · 13% (opens in a new tab)
- 360-Degree Feedback Software | Data-Driven | Confirm | Confirm · 4% (opens in a new tab)
- The AI Manager Coaching Playbook | Confirm · 4% (opens in a new tab)
- Employee Engagement Platform | Confirm · 4% (opens in a new tab)
The page AI cites most for Confirm
