Other products from Airbyte
AI Visibility
measured68/100
Frequently Cited · in ETL & Data Integration
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals72/100
Solid fundamentals
Avg Prompt Score
51
across 817 prompts
AI Share of Voice
50%
across 806 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in ETL & Data Integration
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Categories Airbyte is visible in
3Executive summary
Airbyte is strongly positioned for AI citation on evaluation and conversion queries because it has first-party comparison pages (e.g., Airbyte vs Fivetran/Stitch/Matillion/Talend/Informatica) and a publicly crawlable pricing page with specific tiers and prices. The biggest remaining risk for “best/alternatives” discovery-style prompts is that some AI crawler/structured-data signals (robots.txt/llms.txt at the airbyte.com root and SoftwareApplication schema) could not be verified from live fetches, so AI engines may under-cite certain pages even when they exist.
Based on audit of airbyte.com · Aug 16, 2026