AEO Score
63
Growing Presence
Avg Prompt Score
46
across 791 prompts
AI Share of Voice
46%
across 773 prompts
Critical Issues
3
critical + high
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.
Looker is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party review authority (G2 and Gartner Peer Insights) and clear B2B social proof via LinkedIn. The single highest-ROI fix is to strengthen first-party evaluation surfaces—especially crawlable, indexed “[Looker] vs [Competitor]” pages and SoftwareApplication/FAQPage structured data—because those are the most reliable drivers for “alternatives to Looker” and “Looker vs X” citation patterns.
Based on audit of looker.com · Apr 2, 2026