[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Google BigQuery
ProductCitation IndexAI InfluenceBlogBook

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AEO Score

79

Strong Presence

Avg Prompt Score

99

across 601 prompts

AI Share of Voice

100%

across 585 prompts

Critical Issues

2

critical + high

Per-stage performance

🔍Discovery
430 category
Cited100%430/430
Share of voice100%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
⚖️Evaluation
8 brand-level
Cited100%8/8
Share of voice100%avg
Engine consensus—
Competitors0.3avg/cited
Sentiment—no data
🛡️Trust
6 brand-level
Cited100%6/6
Share of voice95%avg
Engine consensus83%of engines
Competitors1.7avg/cited
Sentiment—no data
💰Conversion
5 brand-level
Cited100%5/5
Share of voice93%avg
Engine consensus67%of engines
Competitors1.0avg/cited
Sentiment—no data

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.

Executive summary

cloud.google.com is highly likely to be cited by AI engines for evaluation and conversion queries because it has strong third-party review/analyst coverage (e.g., Gartner Peer Insights and TrustRadius) and publicly accessible pricing pages (e.g., BigQuery pricing, Compute Engine all-pricing). The single highest-ROI fix is to ensure SoftwareApplication/FAQPage structured data exists on the most important product/pricing pages for AI extraction (and to validate crawlability/SSR for those pages), because that directly improves AI answer eligibility for “what is / pricing / integrations” prompts.

Based on audit of cloud.google.com · May 6, 2026

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