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 | 31 | — | 28 | |
| Claude (Anthropic) | 15 | — | 15 |
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 TLSA compares to other companies in your industry (SIC 2834):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | PFE — PFIZER INC | 232 | |
| 2 | JNJ — JOHNSON & JOHNSON | 211 | |
| 3 | LLY — ELI LILLY & Co | 209 | |
| 4 | ZTS — Zoetis Inc. | 207 | |
| 5 | REGN — REGENERON PHARMACEUTICALS, INC | 205 | |
| 6 | ALNY — ALNYLAM PHARMACEUTICALS, INC. | 202 | |
| 7 | MRK — Merck & Co., Inc. | 201 | |
| 8 | VRTX — VERTEX PHARMACEUTICALS INC / M | 200 | |
| 9 | ABT — ABBOTT LABORATORIES | 190 | |
| 10 | BMY — BRISTOL MYERS SQUIBB CO | 182 |
Patterns detected in TLSA's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 21 |
| risk factor | 100/100 | 63 |
| strategic event | 58/100 | 6 |
| margin pressure | 24/100 | 3 |
| restructuring | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 346 |
| Filings Full Text | ✓ | 2 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 5 days |
| Filing Signals | ✓ | 5 types |
IR for AI subscribers receive this report every Monday:
82 AI queries this period · 0 live agent queries · Rank #6536 in sector
Top AI platforms: ChatGPT / GPT (31), Claude (Anthropic) (15)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · Company overview / identity
Peer ranking: #? of 10 in Pharmaceutical Preparations