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 | 11 | — | 11 | |
| Claude (Anthropic) | 6 | — | 6 |
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 QDMI compares to other companies in your industry (SIC 6411):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | HIT — Health In Tech, Inc. | 67 | |
| 2 | AON — Aon plc | 64 | |
| 3 | AAPI — Apple iSports Group, Inc. | 64 | |
| 4 | TWFG — TWFG, Inc. | 63 | |
| 5 | MRSH — MARSH & MCLENNAN COMPANIES, IN | 62 | |
| 6 | HGTY — Hagerty, Inc. | 62 | |
| 7 | BRO — BROWN & BROWN, INC. | 61 | |
| 8 | RDZN — Roadzen Inc. | 58 | |
| 9 | ERIE — ERIE INDEMNITY CO | 58 | |
| 10 | CRVL — CORVEL CORP | 56 |
Patterns detected in QDMI's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk concentration | 100/100 | 2 |
| risk factor | 100/100 | 37 |
| strategic event | 63/100 | 6 |
| platform shift | 16/100 | 2 |
| ai adoption | 16/100 | 2 |
| backlog growth | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 124 |
| Filings Full Text | ✓ | 9 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 3 days |
| Filing Signals | ✓ | 17 types |
IR for AI subscribers receive this report every Monday:
25 AI queries this period · 0 live agent queries · Rank #4430 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (6)
Most-asked: How AI-ready is their investor relations? · What's the current stock price? · Who is this company? Key people, products, competitors?
Peer ranking: #? of 10 in Insurance Agents, Brokers & Service