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) | 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 RAL compares to other companies in your industry (SIC 3823):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | DHR — DANAHER CORP /DE/ | 69 | |
| 2 | INIS — RADNOSTIX INC | 67 | |
| 3 | KEYS — Keysight Technologies, Inc. | 66 | |
| 4 | ROP — ROPER TECHNOLOGIES INC | 60 | |
| 5 | AME — AMETEK INC/ | 60 | |
| 6 | CLIR — ClearSign Technologies Corp | 59 | |
| 7 | MKSI — MKS INC | 58 | |
| 8 | FTV — Fortive Corp | 58 | |
| 9 | ST — Sensata Technologies Holding p | 57 | |
| 10 | FCUV — FOCUS UNIVERSAL INC. | 57 |
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 |
| strategic event | 98/100 | 11 |
| restructuring | 76/100 | 7 |
| ai adoption | 32/100 | 4 |
| platform shift | 32/100 | 4 |
| growth inflection | 16/100 | 2 |
| backlog growth | 13/100 | 1 |
| margin pressure | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 10 |
| Filings Full Text | ✓ | 3 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 7 days |
| Filing Signals | ✓ | 14 types |
IR for AI subscribers receive this report every Monday:
29 AI queries this period · 0 live agent queries · Rank #4586 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (9)
Most-asked: How AI-ready is their investor relations? · Who is this company? Key people, products, competitors? · When are their next earnings?
Peer ranking: #? of 10 in Industrial Instruments For Measurement, Display, and Control