[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Bright Data
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

7

Limited Presence

Avg Prompt Score

10

across 319 prompts

AI Share of Voice

10%

across 319 prompts

Category Visibility

#8

in Browser Automation · of 78

Critical Issues

5

critical + high

Per-stage performance

🔍Discovery
193 category
Cited10%19/193
Share of voice6%avg
Engine consensus45%of engines
Competitors25.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/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.

Categories Bright Data is visible in

2
  • Browser Automation8 of 78→
  • Sales Intelligencenot yet measured→

Executive summary

Bright Data is strongly positioned for AI citations in evaluation-stage queries because it has substantial third-party review presence (notably G2 and TrustRadius) and a publicly crawlable pricing hub. The biggest risk pattern is conversion-stage “pricing plans / cost” queries where AI needs exact tier/price data and structured pricing signals; the highest-ROI fix is to ensure pricing pages are fully crawlable/SSR for all product variants and to add/verify SoftwareApplication + Product/Offer structured data on pricing and product pages.

Based on audit of brightdata.com · Jun 13, 2026

Built for The Citation Economy