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 SOTK compares to other companies in your industry (SIC 3559):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | LRCX — LAM RESEARCH CORP | 125 | |
| 2 | ASML — ASML HOLDING NV | 73 | |
| 3 | ACLS — AXCELIS TECHNOLOGIES INC | 66 | |
| 4 | ERII — Energy Recovery, Inc. | 65 | |
| 5 | VECO — VEECO INSTRUMENTS INC | 63 | |
| 6 | VELO — Velo3D, Inc. | 60 | |
| 7 | ACMR — ACM Research, Inc. | 60 | |
| 8 | TRT — TRIO-TECH INTERNATIONAL | 55 | |
| 9 | GLGI — GREYSTONE LOGISTICS, INC. | 54 | |
| 10 | OCLN — ORIGINCLEAR, INC. | 53 |
Patterns detected in SOTK's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 18 |
| risk factor | 100/100 | 45 |
| risk concentration | 86/100 | 7 |
| margin pressure | 48/100 | 6 |
| backlog growth | 40/100 | 5 |
| ai adoption | 40/100 | 5 |
| growth inflection | 32/100 | 4 |
| platform shift | 32/100 | 4 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 346 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 5 days |
| Filing Signals | ✓ | 22 types |
IR for AI subscribers receive this report every Monday:
37 AI queries this period · 0 live agent queries · Rank #3824 in sector
Top AI platforms: Claude (Anthropic) (10), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #? of 10 in Special Industry Machinery, NEC