Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
eDreams
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.
40.0%
-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
Skyscanner
Competitor Displacement Rate
45.0%
Competitors are displacing eDreams in 45.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: eDreams faces significant competition from aggregators offering a more streamlined booking experience and often better pricing transparency. Hidden fees and a less intuitive interface contribute to users opting for alternatives.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[kayak.com][tripadvisor.com]⚠️ Identified Vulnerability:User Experience
Primary Threat Identified:Skyscanner
Target Persona:Budget Travelers
🚨 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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