[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Trimble Viewpoint Team
ProductCitation IndexAI InfluenceBlogBook
Claim profile →

AEO Score

6

Limited Presence

Avg Prompt Score

11

across 146 prompts

AI Share of Voice

11%

across 146 prompts

Critical Issues

5

critical + high

Per-stage performance

🔍Discovery
133 category
Cited4%5/133
Share of voice2%avg
Engine consensus33%of engines
Competitors13.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice92%avg
Engine consensus92%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 Trimble Viewpoint Team is visible in

2
  • Construction Softwarenot yet measured→
  • ERPnot yet measured→

Executive summary

Viewpoint is a B2B construction software suite vendor, and AI engines are likely to cite it for evaluation queries via third-party review sources (e.g., TrustRadius shows Vista and Spectrum with 140 and 118 reviews respectively). The highest-ROI fix is to add/expand first-party, crawlable evaluation assets—especially SoftwareApplication/FAQPage structured data and indexed brand-led comparison pages—because current first-party comparison/pricing crawlability signals are unclear and pricing appears to include quote/request flows rather than fully public tiered pricing.

Based on audit of viewpoint.com · May 7, 2026

Built for The Citation Economy