Sentiment Analysis — Score how AI frames your Maison on 5 luxury dimensions
Beyond accuracy, how AI frames your Maison matters. Claude analyses every AI response about your brand and scores 5 luxury-specific dimensions — Heritage & Craftsmanship, Desirability & Exclusivity, Innovation & Modernity, Quality & Expertise, Overall Brand Tone — from −1.0 (very negative) to +1.0 (very positive). Compare models side-by-side, benchmark against competitors, and watch the per-dimension trend lines evolve run after run.
What you get with Sentiment Analysis
5 luxury dimensions scored each run
Heritage & Craftsmanship, Desirability & Exclusivity, Innovation & Modernity, Quality & Expertise, and Overall Brand Tone — scored −1 to +1 per model, every week.
Two comparison modes
“Same brand, 2 models” surfaces where ChatGPT and Claude disagree on your positioning. “2 brands, same model” benchmarks your Maison against any scored competitor on one AI.
Per-dimension trend sparklines
Each dimension gets its own line chart with the last 6 runs + a delta badge so you spot tonal shifts before they become entrenched narrative patterns.
“Recent responses frame accessibility over exclusivity — softening the aspirational register expected for a couture Maison.”
Justifications in plain English
Every score comes with Claude’s short written reasoning — so you know why Desirability dropped, not just that it did.
How it works
At the end of each monitoring run, Claude reads every AI response about your Maison and returns 5 numeric scores plus a plain-English justification per dimension. Scores are stored per-model so the radar shows ChatGPT vs Claude vs Gemini vs Perplexity, and a parallel pass scores each declared competitor so the heatmap populates.