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

5

Limited Presence

Avg Prompt Score

22

across 303 prompts

AI Share of Voice

22%

across 303 prompts

Critical Issues

5

critical + high

Per-stage performance

🔍Discovery
162 category
Cited20%33/162
Share of voice18%avg
Engine consensus33%of engines
Competitors5.4avg/cited
Sentiment—no data
⚖️Evaluation
8 brand-level
Cited100%8/8
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
8 brand-level
Cited100%8/8
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
7 brand-level
Cited100%7/7
Share of voice100%avg
Engine consensus100%of engines
Competitors4.7avg/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 Sierra is visible in

2
  • AI Chatbotsnot yet measured→
  • AI Customer Support Agentsnot yet measured→

Executive summary

Sierra is already well-positioned to be cited for evaluation-stage queries because it has a live G2 profile with 14 reviews at 4.4/5. The single highest-ROI fix is to publish and index first-party comparison and pricing content (SSR + crawlable tiers) that directly supports the evaluation/conversion query patterns like "How does Sierra compare to Fin by Intercom?" and "How much does Sierra cost?"

Based on audit of sierra.ai · Jun 7, 2026

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