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) | 7 | — | 7 |
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 | TVRD — Tvardi Therapeutics, Inc. | 71 | |
| 2 | CTXR — Citius Pharmaceuticals, Inc. | 70 | |
| 3 | LLY — ELI LILLY & Co | 69 | |
| 4 | JNJ — JOHNSON & JOHNSON | 69 | |
| 5 | STTK — Shattuck Labs, Inc. | 67 | |
| 6 | MRK — Merck & Co., Inc. | 67 | |
| 7 | SLS — SELLAS Life Sciences Group, In | 66 | |
| 8 | PFE — PFIZER INC | 66 | |
| 9 | IFRX — InflaRx N.V. | 64 | |
| 10 | ABBV — AbbVie Inc. | 64 |
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 | 29 |
| restructuring | 72/100 | 9 |
| margin pressure | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 182 |
| Filings Full Text | ✓ | 7 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 10 days |
| Filing Signals | ✓ | 16 types |
IR for AI subscribers receive this report every Monday:
27 AI queries this period · 0 live agent queries · Rank #5028 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (7)
Most-asked: How AI-ready is their investor relations? · Who is this company? Key people, products, competitors? · What's the current stock price?
Peer ranking: #? of 10 in Pharmaceutical Preparations