AI search visibility report · 2026-10-27
How AI assistants see aiven.io
aiven.io has an AI visibility score of 69/100. The site passed 26 of 34 tests. Its strongest areas are Technical Accessibility and Readability. The areas to improve are Content Freshness and Authority & Trust Signals.
How ChatGPT, Claude and Perplexity read aiven.io
Readability90/100
Result: strong. 4 of 4 tests passed.
High readability with appropriate sentence lengths for technical content.
Schema.org Markup82/100
Result: strong. 5 of 5 tests passed.
Valid JSON-LD present with core Organization and FAQ schemas. Needs more granular content schema.
Authority & Trust Signals50/100
Result: weak. 2 of 5 tests passed.
Strong trust pages and contact info, but lacks author credentials and publication dates.
Citation & Source Quality74/100
Result: average. 3 of 4 tests passed.
Good use of inline citations for internal navigation, but lacks links to external authoritative sources.
Content Freshness15/100
Result: weak. 1 of 4 tests passed.
Visible dates are missing from the main content, though update signals are present in the changelog.
Content Structure79/100
Result: average. 4 of 4 tests passed.
Excellent use of semantic HTML and organization, though heading hierarchy has minor skips.
Entity Definition65/100
Result: average. 3 of 4 tests passed.
Strong organization entity definition, but lacks individual author identification.
Technical Accessibility93/100
Result: strong. 4 of 4 tests passed.
Excellent crawler access and social meta tags. Meta description is slightly long.
How aiven.io can improve its AI visibility
- Implement Visible Content Dates (high priority)
- Define Author Entities with Schema (high priority)
- Add Social Proof Schema (medium priority)
- Link to Authoritative Primary Sources (medium priority)
- Correct Heading Hierarchy (low priority)
How aiven.io compares to its competitors
- Confluent (confluent.io) — score 46/100
- MongoDB (mongodb.com) — score 53/100
- Databricks (databricks.com)
- Instaclustr (instaclustr.com) — score 69/100
- Upstash (upstash.com) — score 56/100