[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/IBM AIX
ProductCitation IndexAI InfluenceBlogBook

Other products from IBM

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AEO Score

63

Growing Presence

Avg Prompt Score

74

across 12 prompts

AI Share of Voice

97%

across 12 prompts

Critical Issues

4

critical + high

Per-stage performance

🔍Discovery
no prompts at this stage
—
⚖️Evaluation
7 brand-level
Cited100%7/7
Share of voice100%avg
Engine consensus100%of engines
Competitors3.3avg/cited
Sentimentneutral4+ / 14~ / 0−
🛡️Trust
2 brand-level
Cited100%2/2
Share of voice100%avg
Engine consensus100%of engines
Competitors2.5avg/cited
Sentimentneutral0+ / 3~ / 0−
💰Conversion
3 brand-level
Cited100%3/3
Share of voice89%avg
Engine consensus89%of engines
Competitors3.3avg/cited
Sentimentneutral0+ / 2~ / 0−

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.

Executive summary

IBM is highly likely to be cited by AI engines for ETL evaluation queries because it has a strong G2 presence for IBM DataStage (73 reviews, 4.0/5) and publicly crawlable pricing with indicative starting costs. The biggest risk for conversion-stage citation is that IBM’s first-party evaluation content for direct competitor comparisons (e.g., IBM vs Pentaho Data Integration / AWS Glue / Azure Data Factory) is not clearly discoverable as dedicated, indexed comparison pages on ibm.com.

Based on audit of ibm.com · Jun 17, 2026

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