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) | 7 | — | 7 | |
| 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 AGO compares to other companies in your industry (SIC 6351):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | RDN — RADIAN GROUP INC | 39 | |
| 2 | OSG — OCTAVE SPECIALTY GROUP INC | 33 | |
| 3 | ESNT — Essent Group Ltd. | 33 | |
| 4 | MTG — MGIC INVESTMENT CORP | 31 | |
| 5 | AGO — ASSURED GUARANTY LTD (you) | 31 | |
| 6 | ORI — OLD REPUBLIC INTERNATIONAL COR | 29 | |
| 7 | NMIH — NMI Holdings, Inc. | 28 | |
| 8 | MBI — MBIA INC | 26 |
Patterns detected in AGO's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 66 |
| strategic event | 100/100 | 85 |
| ai adoption | 100/100 | 35 |
| platform shift | 32/100 | 4 |
| growth inflection | 24/100 | 3 |
| margin pressure | 16/100 | 2 |
| backlog growth | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 259 |
| Filings Full Text | ✓ | 5 |
| Earnings Transcripts | ✓ | 9 |
| Extracted Facts | ✓ | 96 |
| Stock Quotes | ✓ | 5 days |
| Filing Signals | ✓ | 20 types |
IR for AI subscribers receive this report every Monday:
31 AI queries this period · 0 live agent queries · Rank #2388 in sector
Top AI platforms: Claude (Anthropic) (7), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · When are their next earnings? · What's the current stock price?
Peer ranking: #5 of 8 in Surety Insurance