AI Visibility
measured18/100
Emerging · in 3D & CAD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals32/100
Weak fundamentals
Avg Prompt Score
3
across 509 prompts
AI Share of Voice
3%
across 509 prompts
Critical Issues
5
critical + high
Shortlist Position
0/78
Not Visible · Ai Coding Discovery
How AI Visibility breaks down
in 3D & CAD
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.
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 PlatformIO is visible in
2Your visibility gap
PlatformIO surfaces in 0/78 Ai Coding discovery prompts. Claim this profile to see which 78 prompts you're missing and how to win them.
Executive summary
PlatformIO has some B2B citation signals (e.g., a G2 seller page exists), but it is not positioned to win “best AI coding tools for [company size/team]” discovery prompts. The single highest-ROI fix is to publish first-party, crawlable evaluation content that explicitly targets the missing shortlist queries (seed-funded, <50 employees, 5-person, solo, freelancers, mid-market) with clear “who it’s for” and “why PlatformIO” answer blocks.
Based on audit of platformio.org · Sep 5, 2026