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) | 11 | — | 11 |
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 IRWD compares to other companies in your industry (SIC 2834):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | ALNY — ALNYLAM PHARMACEUTICALS, INC. | 340 | |
| 2 | PFE — PFIZER INC | 326 | |
| 3 | HEPA — Hepion Pharmaceuticals, Inc. | 312 | |
| 4 | ACAD — ACADIA PHARMACEUTICALS INC | 312 | |
| 5 | QTTB — Q32 Bio Inc. | 301 | |
| 6 | JNJ — JOHNSON & JOHNSON | 298 | |
| 7 | LLY — ELI LILLY & Co | 297 | |
| 8 | ABT — ABBOTT LABORATORIES | 294 | |
| 9 | MRK — Merck & Co., Inc. | 288 | |
| 10 | ABVC — ABVC BIOPHARMA, INC. | 261 |
Patterns detected in IRWD's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk concentration | 100/100 | 3 |
| risk factor | 100/100 | 41 |
| strategic event | 100/100 | 136 |
| restructuring | 100/100 | 2 |
| ai adoption | 100/100 | 15 |
| growth inflection | 32/100 | 4 |
| margin pressure | 24/100 | 3 |
| backlog growth | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 200 |
| Filings Full Text | ✓ | 137 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 49 days |
| Filing Signals | ✓ | 306 types |
IR for AI subscribers receive this report every Monday:
191 AI queries this period · 0 live agent queries · Rank #2165 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (11)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · When are their next earnings?
Peer ranking: #? of 10 in Pharmaceutical Preparations