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) | 10 | — | 10 |
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 VRDN compares to other companies in your industry (SIC 2834):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | JNJ — JOHNSON & JOHNSON | 82 | |
| 2 | ALNY — ALNYLAM PHARMACEUTICALS, INC. | 78 | |
| 3 | LLY — ELI LILLY & Co | 73 | |
| 4 | PFE — PFIZER INC | 70 | |
| 5 | MRK — Merck & Co., Inc. | 67 | |
| 6 | ZTS — Zoetis Inc. | 65 | |
| 7 | ONC — BeOne Medicines Ltd. | 64 | |
| 8 | REGN — REGENERON PHARMACEUTICALS, INC | 63 | |
| 9 | VRTX — VERTEX PHARMACEUTICALS INC / M | 61 | |
| 10 | ABT — ABBOTT LABORATORIES | 60 |
Patterns detected in VRDN's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 27 |
| risk factor | 100/100 | 67 |
| strategic event | 100/100 | 82 |
| risk concentration | 55/100 | 5 |
| growth inflection | 32/100 | 4 |
| margin pressure | 24/100 | 3 |
| restructuring | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 269 |
| Filings Full Text | ✓ | 10 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 21 days |
| Filing Signals | ✓ | 29 types |
IR for AI subscribers receive this report every Monday:
25 AI queries this period · 0 live agent queries · Rank #2649 in sector
Top AI platforms: Claude (Anthropic) (10)
Most-asked: How AI-ready is their investor relations? · What's the current stock price? · Show me their SEC filings
Peer ranking: #? of 10 in Pharmaceutical Preparations