Subcategory · AI Citation Index
Who AI is citing in Secrets Management
AI cites Azure Blob Storage and Zoho CRM Plus at 78/100 in secrets management, ahead of CyberArk (71) and 1Password (74).
Brands tracked
22
Avg AEO score
67/100
Citation coverage
0%
of brands cited at least once
Dominant brands
0
cited > 50% of queries
Discovery stage
The shortlist
When buyers ask AI for the best Secrets Management software
No discovery-stage prompts have been scored against this category yet — once the shortlist cron runs, this section will surface which brands AI cites most.
Evaluation stage
The battleground
How brands fare on comparison queries · category median 33/100
CyberArk leads comparison queries with a 43 average evaluation score across 5 prompts. Azure Blob Storage follows at 39 across 5 queries, IBM Terraform at 33 across 4. The median evaluation score is 33. 1Password and Zoho CRM Plus both score 0 despite appearing in 4 comparison queries each.
Each brand's evaluation score averages how AI responds to head-to-head comparison queries that mention them. Above-median brands win their comparisons more often than they lose.
Trends
Over the last 12 months
Too few audits to establish a trend. Only two months of data (March 2026: 67 avg, 5 prompts; April 2026: 68 avg, 9 prompts). Zoho CRM Plus shows a +12 delta as the rising brand, but the sample window is insufficient.
Editorial picks
Brands worth watching
Azure Blob Storage
Scores 78 overall and 39 on evaluation queries despite being a storage product, not a purpose-built secrets manager. AI cites it across 5 comparison prompts, suggesting it appears in secrets-adjacent infrastructure conversations.
Read brand profile →Zoho CRM Plus
Scores 78 overall and shows a +12 rising delta, yet posts 0 on evaluation queries across 4 prompts. It is a CRM suite, not a secrets tool — the citation pattern suggests AI confuses it with adjacent security or data-governance products.
Read brand profile →Cyberark
Dominates comparison queries with a 43 average across 5 prompts, the highest in the category. Overall score of 71 places it fourth among featured candidates, indicating stronger performance in head-to-head evaluation than discovery.
Read brand profile →1password
Scores 74 overall but 0 on evaluation queries despite appearing in 4 comparison prompts. The disparity suggests AI cites it in general-context answers but not in direct product comparisons.
Read brand profile →IBM Terraform (formerly HashiCorp Terraform)
Scores 66 overall and 33 on evaluation queries across 4 prompts, matching the category median. It is an infrastructure-as-code tool, not a secrets manager, yet AI cites it — likely due to Terraform's native secrets-handling features.
Read brand profile →FAQ
Secrets Management questions, answered
What is the best secrets management software for enterprise?+
How does CyberArk compare to 1Password for secrets management?+
Which secrets management tools are rising in AI citations?+
Why does AI cite Azure Blob Storage in secrets management queries?+
What is the median evaluation score for secrets management tools?+
Is the secrets management category fragmented in AI citations?+
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