Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Autodesk
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.
18.0%
+1.5% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe 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
Dassault Systèmes
Competitor Displacement Rate
16.0%
Competitors are displacing Autodesk in 16.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Autodesk dominates in design and engineering software. However, Dassault Systèmes' 3DEXPERIENCE platform offers a more integrated approach to product lifecycle management, potentially displacing Autodesk for complex, collaborative projects.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[engineering.com][autodesksupport.com]⚠️ Identified Vulnerability:PLM Integration
Primary Threat Identified:Dassault Systèmes
Target Persona:Engineering Managers
🚨 Threat Velocity:4/10An 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)