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

2

Limited Presence

Avg Prompt Score

10

across 449 prompts

AI Share of Voice

10%

across 449 prompts

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
313 category
Cited7%23/313
Share of voice7%avg
Engine consensus—
Competitors0.0avg/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
8 brand-level
Cited100%8/8
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 Stackshare is visible in

1
  • Developer Toolsnot yet measured→

Executive summary

Stackshare.io is a B2B tech-stack intelligence platform, but it is unlikely to be strongly cited for evaluation-style prompts like “stackshare.io vs X” or “best tech stack intelligence tools” because first-party evaluation surfaces (pricing clarity + brand-led comparison pages) are weak/unclear in crawlable form. The single highest-ROI fix is to ensure crawlable, SSR-first evaluation content (pricing + brand-led “StackShare vs competitor” pages) and add/verify SoftwareApplication/FAQPage structured data so AI engines can reliably extract and cite it.

Based on audit of stackshare.io · May 6, 2026

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