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) | 21 | — | 21 | |
| ChatGPT / GPT | 16 | — | 16 |
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 AZTA compares to other companies in your industry (SIC 3559):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | LRCX — LAM RESEARCH CORP | 202 | |
| 2 | ACLS — AXCELIS TECHNOLOGIES INC | 125 | |
| 3 | VELO — Velo3D, Inc. | 120 | |
| 4 | ACMR — ACM Research, Inc. | 120 | |
| 5 | AZTA — Azenta, Inc. (you) | 117 | |
| 6 | ASYS — AMTECH SYSTEMS INC | 116 | |
| 7 | GLGI — GREYSTONE LOGISTICS, INC. | 114 | |
| 8 | ASML — ASML HOLDING NV | 113 | |
| 9 | VECO — VEECO INSTRUMENTS INC | 112 | |
| 10 | OCLN — ORIGINCLEAR, INC. | 112 |
Patterns detected in AZTA's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| restructuring | 100/100 | 18 |
| risk factor | 100/100 | 8 |
| strategic event | 100/100 | 59 |
| risk concentration | 100/100 | 1 |
| ai adoption | 80/100 | 10 |
| margin pressure | 32/100 | 4 |
| growth inflection | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 176 |
| Filings Full Text | ✓ | 5 |
| Earnings Transcripts | ✓ | 2 |
| Extracted Facts | ✓ | 27 |
| Stock Quotes | ✓ | 15 days |
| Filing Signals | ✓ | 17 types |
IR for AI subscribers receive this report every Monday:
117 AI queries this period · 0 live agent queries · Rank #748 in sector
Top AI platforms: Claude (Anthropic) (21), ChatGPT / GPT (16)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #5 of 10 in Special Industry Machinery, NEC