Battle Mode
Battle Mode enables side-by-side comparison of two employers to help job seekers make informed decisions.
🥊 What is Battle Mode?
When you're choosing between two job offers, Battle Mode shows:
- Trust Score comparison
- Rating breakdown by category
- Sentiment distribution
- Review highlights
- Key differentiators
🔧 How to Use
Via Dashboard
- Open any company page
- Click "Compare" button
- Select second company
- View side-by-side comparison
Via AI Agent
User: "Compare BMW and Audi"
Agent: Executes compare_companies tool and returns comparison table
Via API
POST /api/agent/compare-companies
{
"company1": "BMW",
"company2": "Audi"
}
📊 Comparison Metrics
| Metric | Description |
|---|---|
| Trust Score | Overall 0-100 score |
| Rating Quality | Average star rating |
| Sentiment | Positive/Negative ratio |
| Review Volume | Total reviews analyzed |
| Top Topics | Most discussed aspects |
| Red Flags | Identified concerns |
📈 Example Output
BMW vs Audi Comparison:
| Metric | BMW 🏆 | Audi |
|---|---|---|
| Trust Score | 74 | 57 |
| Avg Rating | 3.97★ | 3.45★ |
| Review Count | 5,621 | 1,243 |
| Positive % | 50% | 42% |
| Top Strength | Career Growth | Innovation |
| Top Concern | Work-Life Balance | Management |
Winner: BMW (+17 points)
🎯 Use Cases
Job Seekers
"I have offers from BMW and Audi. Which one has better culture?"
Recruiters
"How does our company compare to competitors?"
Investors
"Which company in this sector has better employee satisfaction?"
🔌 API Response
{
"company1": {
"name": "BMW",
"trust_score": 74,
"avg_rating": 3.97,
"review_count": 5621,
"sentiment": {"positive": 50, "negative": 40, "neutral": 10},
"top_topics": ["career growth", "salary"]
},
"company2": {
"name": "Audi",
"trust_score": 57,
"avg_rating": 3.45,
"review_count": 1243,
"sentiment": {"positive": 42, "negative": 48, "neutral": 10},
"top_topics": ["innovation", "management"]
},
"winner": "BMW",
"score_difference": 17,
"summary": "BMW outperforms Audi in trust score by 17 points, with higher average ratings and more positive sentiment."
}
📊 Visualization
The Battle Mode page displays:
Side-by-Side Cards
Two company cards with key metrics
Radar Chart
Overlapping 5-pillar visualization
Sentiment Bars
Comparative positive/negative distribution
Topic Matrix
Common topics with sentiment by company
Battle Mode uses the AI Agent's compare_companies tool for intelligent comparisons.