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

7

Limited Presence

Avg Prompt Score

25

across 763 prompts

AI Share of Voice

25%

across 763 prompts

Category Visibility

#1

in Community Management · of 94

Critical Issues

4

critical + high

Shortlist Position

45/80

Challenger · Community Management Discovery

Per-stage performance

🔍Discovery
502 category
Cited31%156/502
Share of voice26%avg
Engine consensus51%of engines
Competitors10.3avg/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 Discourse is visible in

2
  • Community Management1 of 94→
  • Content & Knowledge39 of 148→

Your visibility gap

Discourse surfaces in 45/80 Community Management discovery prompts. Claim this profile to see which 35 prompts you're missing and how to win them.

Claim Discourse →

Executive summary

Discourse is already well-positioned for AI citation in discovery queries like “top community management platforms for small businesses” and “top community management tools for remote teams,” and it has strong first-party crawlable pricing plus multiple first-party comparison pages (e.g., /compare/circle, /compare/khoros). The highest-risk gap for evaluation-stage recommendations is missing/insufficient structured “SoftwareApplication” + evaluation FAQ coverage for specific buyer segments (e.g., 100-person HR department, 10-person sales team, local shops), which prevents AI engines from confidently matching Discourse to those niche prompts.

Based on audit of discourse.org · May 7, 2026

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