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) | 6 | — | 6 |
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 MLAB compares to other companies in your industry (SIC 3823):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | DHR — DANAHER CORP /DE/ | 98 | |
| 2 | KEYS — Keysight Technologies, Inc. | 90 | |
| 3 | RAL — Ralliant Corp | 86 | |
| 4 | FCUV — FOCUS UNIVERSAL INC. | 74 | |
| 5 | HURC — HURCO COMPANIES INC | 72 | |
| 6 | CGNX — COGNEX CORP | 72 | |
| 7 | INIS — RADNOSTIX INC | 71 | |
| 8 | ELSE — ELECTRO SENSORS INC | 71 | |
| 9 | MLAB — MESA LABORATORIES INC /CO/ (you) | 69 | |
| 10 | MKSI — MKS INC | 62 |
Patterns detected in MLAB's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 22 |
| risk factor | 100/100 | 52 |
| platform shift | 78/100 | 6 |
| risk concentration | 65/100 | 5 |
| ai adoption | 56/100 | 7 |
| restructuring | 53/100 | 6 |
| margin pressure | 32/100 | 4 |
| growth inflection | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 296 |
| Filings Full Text | ✓ | 83 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 11 days |
| Filing Signals | ✓ | 153 types |
IR for AI subscribers receive this report every Monday:
69 AI queries this period · 0 live agent queries · Rank #1170 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (6)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · What's the current stock price?
Peer ranking: #9 of 10 in Industrial Instruments For Measurement, Display, and Control