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) | 2 | — | 2 |
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 RAL compares to other companies in your industry (SIC 3823):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | CGNX — COGNEX CORP | 142 | |
| 2 | KEYS — Keysight Technologies, Inc. | 133 | |
| 3 | ROP — ROPER TECHNOLOGIES INC | 120 | |
| 4 | HURC — HURCO COMPANIES INC | 116 | |
| 5 | INIS — RADNOSTIX INC | 115 | |
| 6 | DHR — DANAHER CORP /DE/ | 115 | |
| 7 | SYPR — SYPRIS SOLUTIONS INC | 111 | |
| 8 | RAL — Ralliant Corp (you) | 107 | |
| 9 | ELSE — ELECTRO SENSORS INC | 104 | |
| 10 | MLAB — MESA LABORATORIES INC /CO/ | 103 |
Patterns detected in RAL's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 33 |
| restructuring | 100/100 | 14 |
| strategic event | 100/100 | 53 |
| ai adoption | 56/100 | 7 |
| platform shift | 45/100 | 5 |
| backlog growth | 37/100 | 4 |
| growth inflection | 24/100 | 3 |
| margin pressure | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 14 |
| Filings Full Text | ✓ | 14 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 11 days |
| Filing Signals | ✓ | 52 types |
IR for AI subscribers receive this report every Monday:
107 AI queries this period · 0 live agent queries · Rank #619 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (2)
Most-asked: How AI-ready is their investor relations? · What's the current stock price? · Company overview / identity
Peer ranking: #8 of 10 in Industrial Instruments For Measurement, Display, and Control