Qovery has strong AI-citation foundations for DevOps/IDP evaluation (notably a G2 presence and a crawlable pricing page), but it is likely under-cited for CI/CD-specific buyer intents (e.g., “CI/CD for e-commerce platforms”, “CI/CD tools for manufacturing firms”). The single highest-ROI fix is to publish CI/CD-use-case landing pages and evaluation FAQs that explicitly map Qovery to those CI/CD JTBDs, then ensure they are crawlable and schema-marked for AI extraction.