Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Adobe
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.
25.0%
+2.5% 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
Microsoft Office
Competitor Displacement Rate
10.0%
Competitors are displacing Adobe in 10.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Faces increasing competition from integrated productivity suites and specialized design tools, particularly in collaborative and cloud-native workflows. Pricing models can be a barrier for some segments.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[microsoft.com][canva.com][figma.com]⚠️ Identified Vulnerability:Integrated Suites
Primary Threat Identified:Microsoft Office
Target Persona:Creative Professionals
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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