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) | 9 | — | 9 |
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 | KEYS — Keysight Technologies, Inc. | 118 | |
| 2 | CGNX — COGNEX CORP | 106 | |
| 3 | RAL — Ralliant Corp | 102 | |
| 4 | DHR — DANAHER CORP /DE/ | 98 | |
| 5 | MLAB — MESA LABORATORIES INC /CO/ (you) | 96 | |
| 6 | HURC — HURCO COMPANIES INC | 96 | |
| 7 | FCUV — FOCUS UNIVERSAL INC. | 92 | |
| 8 | ELSE — ELECTRO SENSORS INC | 92 | |
| 9 | MKSI — MKS INC | 88 | |
| 10 | CLIR — ClearSign Technologies Corp | 88 |
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 | 73/100 | 1 |
| ai adoption | 56/100 | 7 |
| restructuring | 56/100 | 7 |
| margin pressure | 32/100 | 4 |
| growth inflection | 32/100 | 4 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 297 |
| Filings Full Text | ✓ | 272 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 11 days |
| Filing Signals | ✓ | 347 types |
IR for AI subscribers receive this report every Monday:
96 AI queries this period · 0 live agent queries · Rank #948 in sector
Top AI platforms: Claude (Anthropic) (9)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · Who is this company? Key people, products, competitors?
Peer ranking: #5 of 10 in Industrial Instruments For Measurement, Display, and Control