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) | 8 | — | 8 |
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 LUDG compares to other companies in your industry (SIC 8071):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | CSTL — CASTLE BIOSCIENCES INC | 63 | |
| 2 | BDSX — BIODESIX INC | 62 | |
| 3 | AMS — AMERICAN SHARED HOSPITAL SERVI | 59 | |
| 4 | LH — LABCORP HOLDINGS INC. | 56 | |
| 5 | ACON — Aclarion, Inc. | 56 | |
| 6 | LMRI — Lumexa Imaging Holdings, Inc. | 53 | |
| 7 | DGX — QUEST DIAGNOSTICS INC | 53 | |
| 8 | GH — Guardant Health, Inc. | 51 | |
| 9 | XGN — EXAGEN INC. | 50 | |
| 10 | RNLXY — Renalytix plc | 50 |
Patterns detected in LUDG's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 27 |
| strategic event | 100/100 | 18 |
| ai adoption | 24/100 | 3 |
| margin pressure | 16/100 | 2 |
| capex increase | 8/100 | 1 |
| restructuring | 8/100 | 1 |
| platform shift | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 39 |
| Filings Full Text | ✓ | 5 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 5 days |
| Filing Signals | ✓ | 19 types |
IR for AI subscribers receive this report every Monday:
29 AI queries this period · 0 live agent queries · Rank #4682 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (8)
Most-asked: How AI-ready is their investor relations? · What's the current stock price? · Who is this company? Key people, products, competitors?
Peer ranking: #? of 10 in Services-Medical Laboratories