AI Visibility
measured69/100
Frequently Cited · in ESG & Sustainability
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
70
across 191 prompts
AI Share of Voice
70%
across 191 prompts
Critical Issues
6
critical + high
Shortlist Position
53/80
Leader · Esg Sustainability Discovery
How AI Visibility breaks down
in ESG & Sustainability
Composite = 50% coverage + 30% engine breadth + 20% position, 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.
Your visibility gap
Watershed surfaces in 53/80 Esg Sustainability discovery prompts. Claim this profile to see which 27 prompts you're missing and how to win them.
Watershed is already cited for core ESG software and measurement/reporting capability questions, but it is at risk of being omitted from evaluation-stage queries about specific sustainability workflows (portfolio sustainability evaluation, energy monitoring, action plan creation, and program effectiveness). The single highest-ROI fix is to publish first-party, crawlable evaluation pages (FAQ + step-by-step frameworks) that directly answer the missing gap queries and are structured for AI extraction.
Based on audit of watershed.com · Jun 10, 2026