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
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.
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