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) | 8 | — | 8 | |
| ChatGPT / GPT | 6 | — | 6 |
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 MCRB compares to other companies in your industry (SIC 2834):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | JNJ — JOHNSON & JOHNSON | 170 | |
| 2 | MRK — Merck & Co., Inc. | 132 | |
| 3 | VRTX — VERTEX PHARMACEUTICALS INC / M | 123 | |
| 4 | ALNY — ALNYLAM PHARMACEUTICALS, INC. | 123 | |
| 5 | PFE — PFIZER INC | 117 | |
| 6 | LLY — ELI LILLY & Co | 116 | |
| 7 | PBM — PSYENCE BIOMEDICAL LTD. | 112 | |
| 8 | ABT — ABBOTT LABORATORIES | 106 | |
| 9 | PBYI — PUMA BIOTECHNOLOGY, INC. | 105 | |
| 10 | PCRX — Pacira BioSciences, Inc. | 103 |
Patterns detected in MCRB's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 24 |
| risk factor | 100/100 | 83 |
| strategic event | 100/100 | 16 |
| restructuring | 100/100 | 18 |
| margin pressure | 16/100 | 2 |
| growth inflection | 8/100 | 1 |
| backlog growth | 8/100 | 1 |
| platform shift | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 185 |
| Filings Full Text | ✓ | 172 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 14 days |
| Filing Signals | ✓ | 308 types |
IR for AI subscribers receive this report every Monday:
66 AI queries this period · 0 live agent queries · Rank #3999 in sector
Top AI platforms: Claude (Anthropic) (8), ChatGPT / GPT (6)
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