AI Shortlist / DevTools

secrets management

Who ChatGPT, Perplexity, and Gemini name when B2B buyers ask about secrets management.

12 prompts · 36 answers · Data as of Oct 26, 2026, 12:10 PM ET · Methodology

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SHARE OF VOICE

Who AI recommends

  1. 1HashiCorp Vault
    29/36 · 81%
  2. 2AWS Secrets Manager
    25/36 · 69%
  3. 24/36 · 67%
  4. 4Azure Key Vault
    23/36 · 64%
  5. 22/36 · 61%
  6. 14/36 · 39%
  7. 12/36 · 33%
  8. 8Google Cloud Secret Manager
    12/36 · 33%
  9. 9SOPS
    9/36 · 25%
  10. 101Password Secrets Automation
    7/36 · 19%
  11. 11Gitleaks
    7/36 · 19%
  12. 12CyberArk Conjur
    6/36 · 17%
  13. 13External Secrets Operator
    6/36 · 17%
  14. 14GitHub Secret Scanning
    6/36 · 17%
  15. 5/36 · 14%

Mentions out of 36 successful answers across all three engines.

BUYER PROMPTS

What we asked, ranked by buyer intent

These are the questions buyers type when they are close to choosing a tool, not when they are just learning. We rank them by how close the wording is to a purchase: price and budget questions first, then switching and "alternatives to" questions, then head-to-head comparisons, then "best tool for my kind of team". Each prompt was asked once in ChatGPT, Perplexity and Gemini, with no login, chat history or personalization. Full methodology

WHERE AI GETS ITS ANSWERS

Top cited domains

  1. 1startwithidentity.com53
  2. 2github.com46
  3. 3blog.gitguardian.com45
  4. 4corgea.com42
  5. 5safeguard.sh39
  6. 6wetheflywheel.com37
  7. 7workos.com33
  8. 8guideflow.com30
  9. 9doppler.com28
  10. 10dupple.com25
  11. 11developer.hashicorp.com25
  12. 12infisical.com22

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Head-to-head in this niche

Pick two brands to see mentions per engine and shared prompts.

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METHODOLOGY

  • Engines: ChatGPT, Perplexity, Gemini.
  • This niche: 12 prompts, 36 successful answers. Tested 2026-10-26.
  • A mention is one successful answer that names the brand. Share of voice is mentions divided by total successful answers in the niche.
  • Results are a point-in-time snapshot of model answers, not a traffic ranking.