AI Visibility
measured52/100
Frequently Cited · in AI Search
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals13/100
Weak fundamentals
Avg Prompt Score
54
across 332 prompts
AI Share of Voice
54%
across 332 prompts
Critical Issues
5
critical + high
Shortlist Position
10/80
Niche · Ecommerce Platforms Discovery
How AI Visibility breaks down
in AI Search
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.
Per-stage performance
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 Constructor is visible in
1Your visibility gap
Constructor surfaces in 10/80 Ecommerce Platforms discovery prompts. Claim this profile to see which 70 prompts you're missing and how to win them.
Executive summary
constructor.io is a B2B ecommerce platform (product discovery/search-as-a-service) with meaningful AI visibility for marketing-team discovery queries, but it is at high risk of being omitted for evaluation/conversion patterns like “best e-commerce platform software for startups” and “e-commerce platforms for subscription-based services” because first-party evaluation assets (pricing + comparison + structured Q&A) are not clearly crawlable. The single highest-ROI fix is to publish/SSR a crawlable pricing + evaluation hub (SoftwareApplication/FAQPage + brand-led “Constructor vs …” pages) so AI engines can cite it for evaluation-stage questions.
Based on audit of constructor.io · May 12, 2026