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) | 8 | — | 8 | |
| 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 MBI compares to other companies in your industry (SIC 6351):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | RDN — RADIAN GROUP INC | 43 | |
| 2 | OSG — OCTAVE SPECIALTY GROUP INC | 36 | |
| 3 | ESNT — Essent Group Ltd. | 36 | |
| 4 | ORI — OLD REPUBLIC INTERNATIONAL COR | 32 | |
| 5 | AGO — ASSURED GUARANTY LTD | 32 | |
| 6 | MTG — MGIC INVESTMENT CORP | 31 | |
| 7 | NMIH — NMI Holdings, Inc. | 29 | |
| 8 | MBI — MBIA INC (you) | 27 |
Patterns detected in MBI'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 | 24 |
| ai adoption | 100/100 | 18 |
| restructuring | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 242 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 23 days |
| Filing Signals | ✓ | 12 types |
IR for AI subscribers receive this report every Monday:
27 AI queries this period · 0 live agent queries · Rank #3024 in sector
Top AI platforms: Claude (Anthropic) (8), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · What's the current stock price?
Peer ranking: #8 of 8 in Surety Insurance