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) | 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 ALL compares to other companies in your industry (SIC 6331):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | WTM — WHITE MOUNTAINS INSURANCE GROU | 29 | |
| 2 | PRA — PROASSURANCE CORP | 28 | |
| 3 | AIG — AMERICAN INTERNATIONAL GROUP, | 27 | |
| 4 | CB — Chubb Ltd | 26 | |
| 5 | WRB — BERKLEY W R CORP | 25 | |
| 6 | HG — Hamilton Insurance Group, Ltd. | 25 | |
| 7 | HCI — HCI Group, Inc. | 25 | |
| 8 | HIG — HARTFORD INSURANCE GROUP, INC. | 24 | |
| 9 | ALL — ALLSTATE CORP (you) | 24 | |
| 10 | TRV — TRAVELERS COMPANIES, INC. | 23 |
Patterns detected in ALL's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 13 |
| risk factor | 100/100 | 50 |
| strategic event | 100/100 | 12 |
| risk concentration | 24/100 | 3 |
| margin pressure | 16/100 | 2 |
| restructuring | 8/100 | 1 |
| growth inflection | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 250 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 15 days |
| Filing Signals | ✓ | 15 types |
IR for AI subscribers receive this report every Monday:
24 AI queries this period · 0 live agent queries · Rank #181 in sector
Top AI platforms: Claude (Anthropic) (4)
Most-asked: How AI-ready is their investor relations? · Who is this company? Key people, products, competitors? · When are their next earnings?
Peer ranking: #9 of 10 in Fire, Marine & Casualty Insurance