Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Alibaba Cloud
Programmatic AI Search & Model Visibility Audit
Share of Model (SOM)The percentage of time frontier AI models (ChatGPT, Claude, Gemini) recommend this brand for high-intent category queries.
35.0%
+6.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NeutralThe contextual sentiment of the AI's recommendation. 'Dominant' implies strong conviction, while 'Vulnerable' implies the model heavily conditions its recommendation.
Algorithmic Threat Detection
Primary Competitor Threat
AWS
Competitor Displacement Rate
20.0%
Competitors are displacing Alibaba Cloud in 20.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: While a strong cloud provider, it faces intense competition and scrutiny in Western markets. Needs to improve trust and emphasize enterprise-grade security and support.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[forbes.com][wsj.com][techcrunch.com]⚠️ Identified Vulnerability:Market Trust
Primary Threat Identified:AWS
Target Persona:Global IT Infrastructure Leads
🚨 Threat Velocity:8/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
Unlock Full Threat Report (30 Free Credits)