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 | 11 | — | 11 | |
| Claude (Anthropic) | 4 | — | 4 |
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 OCLN compares to other companies in your industry (SIC 3559):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | LRCX — LAM RESEARCH CORP | 98 | |
| 2 | ASML — ASML HOLDING NV | 89 | |
| 3 | ASYS — AMTECH SYSTEMS INC | 78 | |
| 4 | TRT — TRIO-TECH INTERNATIONAL | 76 | |
| 5 | GLGI — GREYSTONE LOGISTICS, INC. | 76 | |
| 6 | ACLS — AXCELIS TECHNOLOGIES INC | 76 | |
| 7 | VELO — Velo3D, Inc. | 72 | |
| 8 | ERII — Energy Recovery, Inc. | 71 | |
| 9 | VECO — VEECO INSTRUMENTS INC | 67 | |
| 10 | SOTK — SONO TEK CORP | 63 |
Patterns detected in OCLN's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 14 |
| risk factor | 100/100 | 7 |
| risk concentration | 28/100 | 1 |
| margin pressure | 16/100 | 2 |
| ai adoption | 16/100 | 2 |
| growth inflection | 16/100 | 2 |
| platform shift | 8/100 | 1 |
| restructuring | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 301 |
| Filings Full Text | ✓ | 36 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 16 days |
| Filing Signals | ✓ | 47 types |
IR for AI subscribers receive this report every Monday:
63 AI queries this period · 0 live agent queries · Rank #897 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (4)
Most-asked: How AI-ready is their investor relations? · When are their next earnings? · Who is this company? Key people, products, competitors?
Peer ranking: #? of 10 in Special Industry Machinery, NEC