Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Goldcast
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.
12.0%
+2.0% 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
HubSpot
Competitor Displacement Rate
30.0%
Competitors are displacing Goldcast in 30.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Goldcast's focus on virtual events for B2B engagement is solid, but HubSpot's all-in-one marketing and sales platform offers a more unified solution for many businesses. Goldcast needs to broaden its feature set beyond events.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[g2.com][trustradius.com][demandbase.com]⚠️ Identified Vulnerability:Platform Scope
Primary Threat Identified:HubSpot
Target Persona:B2B Marketing Leaders
🚨 Threat Velocity:5/10An 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)