Navigate to Analyze > Sentiment in the left navigation menu. Qwairy automatically analyzes the tone and contextual positioning of your brand within thousands of AI-generated responses. Each mention receives a Sentiment Score — measuring how positively or negatively your brand is described. This metric helps you understand not just what LLMs say about you, but how they say it.Documentation Index
Fetch the complete documentation index at: https://docs.qwairy.co/llms.txt
Use this file to discover all available pages before exploring further.
Main Dashboard
The Sentiment Analysis dashboard displays aggregated data for your selected brand or competitor.1. Sentiment Overview
A circular chart classifies all analyzed mentions into:- 🟢 Positive — favorable tone or endorsement
- 🟠 Neutral — factual, descriptive, or balanced mention
- 🔴 Negative — unfavorable, critical, or dismissive tone
Nike shows 98% Positive, 2% Neutral, 0% Negative — indicating strong brand perception across AI responses.
2. Filters and Comparison Options
You can filter or compare data by:| Filter Type | Description |
|---|---|
| Brand | Switch between Self (your brand) and Competitors from your tracked list. |
| Provider | Analyze mentions from ChatGPT, Gemini, Claude, Perplexity, or others. |
| Topic | Focus on specific categories like running shoes, sportswear, or gym clothes. |
| Time Range | View sentiment trends All time or for specific periods. |
| Sort Order | Display Newest first or Oldest first mentions. |
3. Mention-Level View
Below the chart, each mention is listed with full context, including:- Brand name and domain
- Sentiment score (e.g.,
+85.00) - Provider (ChatGPT, Claude, etc.)
- Topic (e.g., running shoes)
- Prompt that generated the mention
- AI-generated summary describing the tone and positioning
Exporting Data
Click Export (top right) to download:- All sentiment data
- Time series data (CSV)
- Mention-level summaries
- Brand perception reporting
- Competitive benchmarking
- Marketing or PR dashboards