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) | 20 | — | 20 | |
| ChatGPT / GPT | 19 | — | 19 | |
| Gemini (Google) | 1 | — | — |
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 HG compares to other companies in your industry (SIC 6331):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | WRB — BERKLEY W R CORP | 162 | |
| 2 | ALL — ALLSTATE CORP | 159 | |
| 3 | AIG — AMERICAN INTERNATIONAL GROUP, | 159 | |
| 4 | ACGL — ARCH CAPITAL GROUP LTD. | 146 | |
| 5 | HIG — HARTFORD INSURANCE GROUP, INC. | 139 | |
| 6 | TRV — TRAVELERS COMPANIES, INC. | 131 | |
| 7 | HCI — HCI Group, Inc. | 126 | |
| 8 | AXS — AXIS CAPITAL HOLDINGS LTD | 124 | |
| 9 | ROOT — Root, Inc. | 121 | |
| 10 | WTM — WHITE MOUNTAINS INSURANCE GROU | 119 |
Patterns detected in HG's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 14 |
| strategic event | 100/100 | 26 |
| platform shift | 45/100 | 5 |
| ai adoption | 40/100 | 5 |
| margin pressure | 40/100 | 5 |
| risk concentration | 18/100 | 1 |
| backlog growth | 16/100 | 2 |
| growth inflection | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 45 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 11 days |
| Filing Signals | ✓ | 24 types |
IR for AI subscribers receive this report every Monday:
112 AI queries this period · 0 live agent queries · Rank #905 in sector
Top AI platforms: Claude (Anthropic) (20), ChatGPT / GPT (19), Gemini (Google) (1)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #? of 10 in Fire, Marine & Casualty Insurance