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 | 29 | — | 29 | |
| Claude (Anthropic) | 18 | — | 18 |
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 VIRC compares to other companies in your industry (SIC 2531):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | VIRC — VIRCO MFG CORPORATION (you) | 101 |
Patterns detected in VIRC's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 40 |
| strategic event | 100/100 | 18 |
| risk concentration | 78/100 | 1 |
| ai adoption | 40/100 | 5 |
| margin pressure | 16/100 | 2 |
| platform shift | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 326 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 19 days |
| Filing Signals | ✓ | 12 types |
IR for AI subscribers receive this report every Monday:
101 AI queries this period · 0 live agent queries · Rank #3818 in sector
Top AI platforms: ChatGPT / GPT (29), Claude (Anthropic) (18)
Most-asked: How AI-ready is their investor relations? · Who is this company? Key people, products, competitors? · Company overview / identity
Peer ranking: #1 of 1 in Public Bldg & Related Furniture