[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Launchdarkly
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

66

Strong Presence

Avg Prompt Score

53

across 875 prompts

AI Share of Voice

53%

across 875 prompts

Category Visibility

#1

in Feature Flags · of 22

Critical Issues

3

critical + high

Per-stage performance

🔍Discovery
626 category
Cited66%415/626
Share of voice58%avg
Engine consensus57%of engines
Competitors9.5avg/cited
Sentiment—no data
⚖️Evaluation
8 brand-level
Cited100%8/8
Share of voice92%avg
Engine consensus92%of engines
Competitors3.8avg/cited
Sentiment—no data
🛡️Trust
5 brand-level
Cited100%5/5
Share of voice74%avg
Engine consensus73%of engines
Competitors1.0avg/cited
Sentiment—no data
💰Conversion
5 brand-level
Cited100%5/5
Share of voice93%avg
Engine consensus93%of engines
Competitors4.0avg/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 Launchdarkly is visible in

2
  • Feature Flags1 of 22→
  • Developer Tools13 of 224→

Executive summary

LaunchDarkly is highly likely to be cited by AI engines for evaluation-stage queries because it has strong third-party review authority (G2 shows 690+ reviews) and first-party evaluation content (a dedicated /compare/ hub). The single highest-ROI fix is to strengthen AI-crawlable structured data (SoftwareApplication/FAQPage) and ensure pricing + comparison content are fully schema-rich and consistently indexable for evaluation prompts like "LaunchDarkly vs X" and "LaunchDarkly pricing".

Based on audit of launchdarkly.com · Apr 24, 2026

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