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 | 18 | — | 18 | |
| Claude (Anthropic) | 15 | — | 15 | |
| Gemini (Google) | 4 | — | — |
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 MOLN compares to other companies in your industry (SIC 2836):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | AMGN — AMGEN INC | 193 | |
| 2 | GILD — GILEAD SCIENCES, INC. | 184 | |
| 3 | RVMD — Revolution Medicines, Inc. | 160 | |
| 4 | ABOS — Acumen Pharmaceuticals, Inc. | 152 | |
| 5 | MRNA — Moderna, Inc. | 144 | |
| 6 | AVXL — ANAVEX LIFE SCIENCES CORP. | 141 | |
| 7 | ABPO — Abpro Holdings, Inc. | 140 | |
| 8 | NBIX — NEUROCRINE BIOSCIENCES INC | 136 | |
| 9 | ADMA — ADMA BIOLOGICS, INC. | 135 | |
| 10 | MGTX — MeiraGTx Holdings plc | 134 |
Patterns detected in MOLN's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 17 |
| risk factor | 100/100 | 99 |
| margin pressure | 32/100 | 4 |
| backlog growth | 8/100 | 1 |
| restructuring | 8/100 | 1 |
| platform shift | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 65 |
| Filings Full Text | ✓ | 2 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 3 days |
| Filing Signals | ✓ | 7 types |
IR for AI subscribers receive this report every Monday:
80 AI queries this period · 0 live agent queries · Rank #4813 in sector
Top AI platforms: ChatGPT / GPT (18), Claude (Anthropic) (15), Gemini (Google) (4)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #? of 10 in Biological Products, (No Diagnostic Substances)