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

30

Limited Presence

Avg Prompt Score

7

across 143 prompts

AI Share of Voice

4%

across 127 prompts

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
131 category
Cited5%7/131
Share of voice5%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited50%2/4
Share of voice50%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited50%2/4
Share of voice50%avg
Engine consensus—
Competitors0.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited25%1/4
Share of voice25%avg
Engine consensus—
Competitors0.0avg/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 Crab is visible in

1
  • LLM Platformsnot yet measured→

Executive summary

github.io is primarily a hosting/namespace for GitHub Pages rather than a B2B SaaS product with a dedicated pricing/comparison surface, so AI engines have limited reason to cite it for “best software” evaluation queries. The highest-ROI fix is to ensure the specific GitHub Pages documentation pages you want cited have crawlable, structured Q&A (FAQPage) and clear “what it is / who it’s for” sections—because first-party evaluation-style content is what AI needs to answer conversion-stage questions.

Based on audit of github.io · Jun 9, 2026

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