[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Altair Inspire
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

56

Growing Presence

Avg Prompt Score

19

across 123 prompts

AI Share of Voice

13%

across 107 prompts

Category Visibility

#102

in 3D & CAD · of 122

Critical Issues

5

critical + high

Per-stage performance

🔍Discovery
99 category
Cited7%7/99
Share of voice6%avg
Engine consensus33%of engines
Competitors4.0avg/cited
Sentiment—no data
⚖️Evaluation
8 brand-level
Cited100%8/8
Share of voice100%avg
Engine consensus100%of engines
Competitors3.0avg/cited
Sentiment—no data
🛡️Trust
8 brand-level
Cited100%8/8
Share of voice100%avg
Engine consensus100%of engines
Competitors2.5avg/cited
Sentiment—no data
💰Conversion
8 brand-level
Cited100%8/8
Share of voice100%avg
Engine consensus100%of engines
Competitors2.5avg/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 Altair Inspire is visible in

1
  • 3D & CAD114 of 122→

Executive summary

Altair is a B2B enterprise software brand (simulation/HPC + data analytics/AI) and is likely to be cited for evaluation-stage queries because it has strong third-party authority signals (e.g., a G2 presence and LinkedIn followers). The biggest AI-citation risk is conversion-stage crawlability: pricing and structured evaluation content (SoftwareApplication/FAQPage) appear not to be easily discoverable via search, which can prevent Altair from being cited in “pricing/cost” and “vs/alternatives” answers.

Based on audit of altair.com · May 29, 2026

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