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) | 10 | — | 10 | |
| 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 TWFG compares to other companies in your industry (SIC 6411):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | AON — Aon plc | 115 | |
| 2 | AJG — Arthur J. Gallagher & Co. | 101 | |
| 3 | MRSH — MARSH & MCLENNAN COMPANIES, IN | 87 | |
| 4 | HIT — Health In Tech, Inc. | 76 | |
| 5 | ERIE — ERIE INDEMNITY CO | 73 | |
| 6 | TWFG — TWFG, Inc. (you) | 70 | |
| 7 | HGTY — Hagerty, Inc. | 69 | |
| 8 | BRO — BROWN & BROWN, INC. | 68 | |
| 9 | BWIN — Baldwin Insurance Group, Inc. | 65 | |
| 10 | WTW — WILLIS TOWERS WATSON PLC | 62 |
Patterns detected in TWFG's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 104 |
| strategic event | 100/100 | 23 |
| risk concentration | 93/100 | 6 |
| platform shift | 64/100 | 8 |
| margin pressure | 56/100 | 7 |
| ai adoption | 56/100 | 7 |
| growth inflection | 48/100 | 6 |
| backlog growth | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 26 |
| Filings Full Text | ✓ | 7 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 16 days |
| Filing Signals | ✓ | 29 types |
IR for AI subscribers receive this report every Monday:
70 AI queries this period · 0 live agent queries · Rank #542 in sector
Top AI platforms: Claude (Anthropic) (10), 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: #6 of 10 in Insurance Agents, Brokers & Service