Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Aderant
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.
0.3%
-0.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:VulnerableThe 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
Elite (Thomson Reuters)
Competitor Displacement Rate
0.3%
Competitors are displacing Aderant in 0.3% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Aderant faces strong competition in the legal practice management software space. Competitors offer more integrated suites and advanced analytics capabilities, leading to displacement.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[capterra.com][legaltechnews.com]⚠️ Identified Vulnerability:Platform Integration
Primary Threat Identified:Elite (Thomson Reuters)
Target Persona:Law Firm Administrators
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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