AI Visibility
measured51/100
Frequently Cited · in Managed AI Inference
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals38/100
Weak fundamentals
Avg Prompt Score
24
across 410 prompts
AI Share of Voice
25%
across 410 prompts
Critical Issues
5
critical + high
Brand Accuracy
1/100
citations with inaccuracies
How AI Visibility breaks down
in Managed AI Inference
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 Baseten is visible in
2Executive summary
Baseten is a B2B generative AI infrastructure provider with publicly crawlable pricing and strong technical documentation, but it is unlikely to be cited for evaluation queries because there are no first-party comparison pages (e.g., Baseten vs Vertex AI) and no verified G2 review volume (0 reviews). The single highest-ROI fix is to publish first-party, brand-led comparison pages and evaluation FAQs that directly target the evaluation prompts (especially the “How does Baseten compare to Vertex AI/Saturn Cloud/IBM watsonx.ai/Dataiku?” set) so AI engines have extractable, on-domain evidence.
Based on audit of baseten.co · May 4, 2026