Matillion is strongly positioned to be cited for evaluation-stage queries because it has substantial G2 review volume (83 reviews, 4.4/5) and meaningful secondary signals like TrustRadius (237 reviews). The single highest-ROI fix is to strengthen first-party evaluation surfaces (especially SoftwareApplication/FAQPage structured data and crawlable comparison/pricing blocks) so AI engines can cite Matillion directly for “Matillion vs X” and “Matillion pricing” queries rather than relying on third-party review pages.