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 | 30 | — | 30 | |
| Claude (Anthropic) | 16 | — | 16 |
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 LIFD compares to other companies in your industry (SIC 2834):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | PFE — PFIZER INC | 225 | |
| 2 | JNJ — JOHNSON & JOHNSON | 205 | |
| 3 | ZTS — Zoetis Inc. | 204 | |
| 4 | REGN — REGENERON PHARMACEUTICALS, INC | 197 | |
| 5 | LLY — ELI LILLY & Co | 197 | |
| 6 | ALNY — ALNYLAM PHARMACEUTICALS, INC. | 195 | |
| 7 | VRTX — VERTEX PHARMACEUTICALS INC / M | 193 | |
| 8 | MRK — Merck & Co., Inc. | 193 | |
| 9 | ABT — ABBOTT LABORATORIES | 184 | |
| 10 | BMY — BRISTOL MYERS SQUIBB CO | 176 |
Patterns detected in LIFD'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 | 377 |
| strategic event | 100/100 | 14 |
| platform shift | 69/100 | 8 |
| risk concentration | 66/100 | 2 |
| restructuring | 34/100 | 3 |
| margin pressure | 24/100 | 3 |
| growth inflection | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 151 |
| Filings Full Text | ✓ | 9 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 5 days |
| Filing Signals | ✓ | 25 types |
IR for AI subscribers receive this report every Monday:
99 AI queries this period · 0 live agent queries · Rank #3844 in sector
Top AI platforms: ChatGPT / GPT (30), Claude (Anthropic) (16)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #? of 10 in Pharmaceutical Preparations