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 | |
|---|---|---|---|---|
| ChatGPT / GPT | 30 | — | 30 | |
| Claude (Anthropic) | 16 | — | 16 | |
| Gemini (Google) | 4 | — | — | |
| Perplexity | 1 | — | 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 MHLA compares to other companies in your industry (SIC 6331):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | WRB — BERKLEY W R CORP | 187 | |
| 2 | AIG — AMERICAN INTERNATIONAL GROUP, | 176 | |
| 3 | ALL — ALLSTATE CORP | 172 | |
| 4 | ACGL — ARCH CAPITAL GROUP LTD. | 168 | |
| 5 | HIG — HARTFORD INSURANCE GROUP, INC. | 161 | |
| 6 | TRV — TRAVELERS COMPANIES, INC. | 153 | |
| 7 | PGR — PROGRESSIVE CORP/OH/ | 150 | |
| 8 | ROOT — Root, Inc. | 147 | |
| 9 | RNR — RENAISSANCERE HOLDINGS LTD | 144 | |
| 10 | HCI — HCI Group, Inc. | 143 |
Patterns detected in MHLA's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 18 |
| risk factor | 100/100 | 90 |
| risk concentration | 56/100 | 7 |
| ai adoption | 32/100 | 4 |
| platform shift | 32/100 | 4 |
| margin pressure | 32/100 | 4 |
| restructuring | 28/100 | 1 |
| backlog growth | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 303 |
| Filings Full Text | ✓ | 9 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 12 days |
| Filing Signals | ✓ | 28 types |
IR for AI subscribers receive this report every Monday:
95 AI queries this period · 0 live agent queries · Rank #4514 in sector
Top AI platforms: ChatGPT / GPT (30), Claude (Anthropic) (16), Gemini (Google) (4)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Who is this company? Key people, products, competitors?
Peer ranking: #? of 10 in Fire, Marine & Casualty Insurance