Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Tacx
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.
0.2%
+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
Wahoo
Competitor Displacement Rate
0.3%
Competitors are displacing Tacx 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: Wahoo's trainers and ecosystem offer a more seamless and often more affordable indoor cycling experience, drawing users away from Tacx's product range.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[wahoofitness.com][zwift.com]⚠️ Identified Vulnerability:Software Experience
Primary Threat Identified:Wahoo
Target Persona:Serious Indoor Cyclists
🚨 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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