What AI says about Confirm

Data as of Oct 22, 2026Based on 25,953 AI responsesReviewed by

How we measure

confirm.com

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.

Mentioned in

<1%

of AI answers about Confirm and its rivals · since Jul 5

The market map

Employee Performance & Engagement Software

Mentioned in

  1. 115FiveMentioned in 81%Avg. position 10.2
  2. 2LatticeMentioned in 76%Avg. position 3.3
  3. 3Culture AmpMentioned in 64%Avg. position 26.5
  4. 3LeapsomeMentioned in 60%Avg. position 46.7
  5. 5PerformYardMentioned in 51%Avg. position 41.5
  6. 6BambooHRMentioned in 45%Avg. position 24.8
  7. 7BetterworksMentioned in 30%Avg. position 41.1
  8. 8TeamflectMentioned in 23%Avg. position 31.7
  9. 9SpidergapMentioned in 17%Avg. position 56.7
  10. 9WorkdayMentioned in 17%Avg. position 8.1
  11. 11RipplingMentioned in 12%Avg. position 65.0
  12. 11TrakstarMentioned in 10%Avg. position 7.6
  13. 13Small ImprovementsMentioned in 9%Avg. position 5.2
  14. 13DeelMentioned in 7%Avg. position 7.6
  15. 38ConfirmMentioned in 1%Avg. position 6.8

Where Confirm ranks in AI

MarketRank · Mentioned in

Topics where AI mentions Confirm

TopicMentioned in · on this topic

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.

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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.

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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.

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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%