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

11

Limited Presence

Avg Prompt Score

30

across 379 prompts

AI Share of Voice

30%

across 379 prompts

Category Visibility

#67

in ETL & Data Integration · of 129

Critical Issues

5

critical + high

Shortlist Position

3/80

Not Visible · Etl Data Integration Discovery

Per-stage performance

🔍Discovery
215 category
Cited32%69/215
Share of voice26%avg
Engine consensus39%of engines
Competitors9.7avg/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 Improvado is visible in

2
  • Marketing Analytics27 of 108→
  • ETL & Data Integration65 of 129→

Your visibility gap

Improvado surfaces in 3/80 Etl Data Integration discovery prompts. Claim this profile to see which 77 prompts you're missing and how to win them.

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Executive summary

Improvado is already visible for marketing-focused data integration queries (e.g., “data integration software for marketing analytics” is cited by ChatGPT), and it has strong third-party authority via G2 and Gartner Peer Insights. The biggest AI-citation risk is category-level ETL/data-integration discovery queries (e.g., “ETL tools for improving data quality and consistency” and “what is ETL and data integration software”) where the brand is currently not appearing in shortlists; the single highest-ROI fix is to publish crawlable, evaluation-ready ETL/data-integration explainer + FAQ content that maps directly to those ETL discovery questions (not just marketing ETL).

Based on audit of improvado.io · May 7, 2026

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