AI Visibility
measured31/100
Emerging · in Government & Public Sector
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals5/100
Weak fundamentals
Avg Prompt Score
9
across 326 prompts
AI Share of Voice
9%
across 326 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Government & Public Sector
Composite = 60% coverage + 40% engine breadth, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
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.
Envisio is a B2B public-sector strategy execution SaaS with strong G2 proof (14 reviews, 4.7★) ([g2.com](https://www.g2.com/products/envisio/reviews?utm_source=openai)), but AI citation is likely constrained by missing/unclear crawlable pricing details (pricing page requires “Request Pricing” and shows no public tier prices) ([envisio.com](https://envisio.com/pricing/?utm_source=openai)) and incomplete first-party comparison coverage across the full competitor set (only a ClearPoint vs Envisio page was found) ([envisio.com](https://envisio.com/blog/clearpoint-strategy-vs-envisio-comparing-strategy-and-performance-management-software-for-the-public-sector/?utm_source=openai)). Highest-ROI fix: publish crawlable, first-party “[Envisio] vs Cascade Strategy/ClearPoint Strategy/AchieveIt/Rhythm/Perdoo” evaluation pages and add SoftwareApplication/FAQPage/Offer+Product structured data plus publicly readable pricing tiers so models can answer “How much does Envisio cost?” and “How does Envisio compare to X?” from Envisio pages.
Based on audit of envisio.com · May 7, 2026