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 MDGL compares to other companies in your industry (SIC 2834):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | MRK — Merck & Co., Inc. | 72 | |
| 2 | JNJ — JOHNSON & JOHNSON | 72 | |
| 3 | LLY — ELI LILLY & Co | 71 | |
| 4 | PFE — PFIZER INC | 68 | |
| 5 | TVRD — Tvardi Therapeutics, Inc. | 67 | |
| 6 | CTXR — Citius Pharmaceuticals, Inc. | 67 | |
| 7 | ALNY — ALNYLAM PHARMACEUTICALS, INC. | 66 | |
| 8 | VRTX — VERTEX PHARMACEUTICALS INC / M | 65 | |
| 9 | SLS — SELLAS Life Sciences Group, In | 65 | |
| 10 | REGN — REGENERON PHARMACEUTICALS, INC | 64 |
Patterns detected in MDGL's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 14 |
| risk factor | 100/100 | 103 |
| strategic event | 100/100 | 33 |
| risk concentration | 18/100 | 1 |
| margin pressure | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 286 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 16 days |
| Filing Signals | ✓ | 19 types |
IR for AI subscribers receive this report every Monday:
26 AI queries this period · 0 live agent queries · Rank #4698 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 Pharmaceutical Preparations