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

4

Limited Presence

Avg Prompt Score

8

across 419 prompts

AI Share of Voice

8%

across 419 prompts

Category Visibility

#16

in AI Agent Builders · of 81

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
214 category
Cited6%12/214
Share of voice4%avg
Engine consensus33%of engines
Competitors9.2avg/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
Competitors4.8avg/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 MindStudio is visible in

3
  • AI Agent Builders17 of 81→
  • AI Agentsnot yet measured→
  • LLM Platformsnot yet measured→

Executive summary

Mindstudio.ai has meaningful B2B citation anchors via G2 (26 reviews, 4.9 rating) and strong ecosystem proof through Zapier integrations, so it can show up in evaluation-stage answers. The biggest risk is conversion-stage and evaluation-stage self-citation: pricing appears to be non-standard (token-based / unclear tiers) and there are no clearly indexable first-party comparison pages found, which limits “alternatives to MindStudio” and “MindStudio pricing” query coverage.

Based on audit of mindstudio.ai · May 21, 2026

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