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 | |
|---|---|---|---|---|
| Claude (Anthropic) | 6 | — | 6 | |
| ChatGPT / GPT | 5 | — | 5 |
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 WTM compares to other companies in your industry (SIC 6331):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | WRB — BERKLEY W R CORP | 94 | |
| 2 | AIG — AMERICAN INTERNATIONAL GROUP, | 91 | |
| 3 | ALL — ALLSTATE CORP | 88 | |
| 4 | ACGL — ARCH CAPITAL GROUP LTD. | 81 | |
| 5 | HIG — HARTFORD INSURANCE GROUP, INC. | 77 | |
| 6 | CB — Chubb Ltd | 76 | |
| 7 | TRV — TRAVELERS COMPANIES, INC. | 72 | |
| 8 | PGR — PROGRESSIVE CORP/OH/ | 68 | |
| 9 | WTM — WHITE MOUNTAINS INSURANCE GROU (you) | 64 | |
| 10 | PRA — PROASSURANCE CORP | 64 |
Patterns detected in WTM's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 13 |
| strategic event | 100/100 | 40 |
| ai adoption | 24/100 | 3 |
| platform shift | 16/100 | 2 |
| backlog growth | 16/100 | 2 |
| risk concentration | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 283 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 16 days |
| Filing Signals | ✓ | 12 types |
IR for AI subscribers receive this report every Monday:
64 AI queries this period · 0 live agent queries · Rank #746 in sector
Top AI platforms: Claude (Anthropic) (6), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · Who is this company? Key people, products, competitors? · Show me their SEC filings
Peer ranking: #9 of 10 in Fire, Marine & Casualty Insurance