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 | |
| ChatGPT / GPT | 5 | — | 5 |
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 CSTL compares to other companies in your industry (SIC 8071):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | NTRA — Natera, Inc. | 55 | |
| 2 | CSTL — CASTLE BIOSCIENCES INC (you) | 53 | |
| 3 | BLLN — BillionToOne, Inc. | 43 | |
| 4 | LH — LABCORP HOLDINGS INC. | 42 | |
| 5 | LMRI — Lumexa Imaging Holdings, Inc. | 40 | |
| 6 | PSNL — Personalis, Inc. | 39 | |
| 7 | GH — Guardant Health, Inc. | 38 | |
| 8 | CDNA — CareDx, Inc. | 38 | |
| 9 | DGX — QUEST DIAGNOSTICS INC | 37 | |
| 10 | BDSX — BIODESIX INC | 37 |
Patterns detected in CSTL's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 13 |
| risk factor | 100/100 | 98 |
| strategic event | 100/100 | 18 |
| margin pressure | 88/100 | 11 |
| risk concentration | 32/100 | 4 |
| capex increase | 26/100 | 2 |
| platform shift | 16/100 | 2 |
| backlog growth | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 113 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✓ | 1 |
| Extracted Facts | ✓ | 3 |
| Stock Quotes | ✓ | 21 days |
| Filing Signals | ✓ | 27 types |
IR for AI subscribers receive this report every Monday:
53 AI queries this period · 0 live agent queries · Rank #970 in sector
Top AI platforms: Claude (Anthropic) (9), ChatGPT / GPT (5)
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: #2 of 10 in Services-Medical Laboratories