Live agent queries mean a real person asked an AI about your company right now. Crawler queries mean AI platforms are indexing your data for future questions.
| AI Platform | Total | Live Users | Crawlers | |
|---|---|---|---|---|
| Perplexity | 6 | — | 6 | |
| Claude (Anthropic) | 4 | — | 4 |
Web browser visits and direct API calls — not counted as AI agent activity.
When someone asks an AI about your company, these are the data points it retrieves:
How MKL compares to other companies in your industry (SIC 6331):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | MKL — MARKEL GROUP INC. (you) | 293 | |
| 2 | ROOT — Root, Inc. | 116 | |
| 3 | ALL — ALLSTATE CORP | 111 | |
| 4 | WRB — BERKLEY W R CORP | 103 | |
| 5 | CNA — CNA FINANCIAL CORP | 100 | |
| 6 | PRA — PROASSURANCE CORP | 97 | |
| 7 | PLMR — Palomar Holdings, Inc. | 95 | |
| 8 | AII — American Integrity Insurance G | 95 | |
| 9 | PGR — PROGRESSIVE CORP/OH/ | 92 | |
| 10 | RLI — RLI CORP | 91 |
Patterns detected in MKL's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 23 |
| strategic event | 100/100 | 94 |
| ai adoption | 100/100 | 16 |
| risk concentration | 18/100 | 1 |
| platform shift | 16/100 | 2 |
| margin pressure | 16/100 | 2 |
| growth inflection | 8/100 | 1 |
| restructuring | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 159 |
| Filings Full Text | ✓ | 142 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 24 days |
| Filing Signals | ✓ | 161 types |
IR for AI subscribers receive this report every Monday:
293 AI queries this period · 0 live agent queries · Rank #297 in sector
Top AI platforms: Perplexity (6), Claude (Anthropic) (4)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · What's the current stock price?
Peer ranking: #1 of 10 in Fire, Marine & Casualty Insurance