AI search visibility report ยท 2026-10-23
How AI assistants see saltstack.com
saltstack.com has an AI visibility score of 35/100. The site passed 13 of 34 tests. Its strongest areas are Readability and Citation & Source Quality. The areas to improve are Authority & Trust Signals and Schema.org Markup.
How ChatGPT, Claude and Perplexity read saltstack.com
Readability90/100
Result: strong. 4 of 4 tests passed.
Sentences are well-structured for technical content, though readability is slightly low.
Schema.org Markup0/100
Result: weak. 0 of 5 tests passed.
No JSON-LD or schema markup found on the page.
Authority & Trust Signals0/100
Result: weak. 0 of 5 tests passed.
The site lacks basic trust signals like contact info, trust pages, and author credentials.
Citation & Source Quality75/100
Result: average. 3 of 4 tests passed.
Good use of inline links, but lacks links to high-authority external domains.
Content Freshness15/100
Result: weak. 1 of 4 tests passed.
Visible update date is present, but lacks machine-readable schema for recency.
Content Structure62/100
Result: average. 2 of 4 tests passed.
Good use of semantic tags, but heading hierarchy is broken and sections are missing.
Entity Definition20/100
Result: weak. 1 of 4 tests passed.
No dedicated about page or author identification present.
Technical Accessibility50/100
Result: weak. 2 of 4 tests passed.
Excellent crawler access and JS independence, but missing all meta tags.
How saltstack.com can improve its AI visibility
- Implement JSON-LD Schema (high priority)
- Establish Trust Pages and Contact Info (high priority)
- Add Meta Description and Social Meta Tags (high priority)
- Repair Heading Hierarchy and Semantic Grouping (medium priority)
- Identify Authors and Credentials (medium priority)
How saltstack.com compares to its competitors
- Ansible (ansible.com) โ score 44/100
- Puppet (puppet.com)
- Chef (chef.io) โ score 67/100
- Terraform (terraform.io) โ score 79/100