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 | 9 | — | 9 | |
| Claude (Anthropic) | 5 | — | 5 |
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 LILW compares to other companies in your industry (SIC 2080):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | MDWK — MDWerks, Inc. | 69 | |
| 2 | MOJO — EQUATOR Beverage Co | 67 | |
| 3 | DEO — DIAGEO PLC | 63 | |
| 4 | STZ — CONSTELLATION BRANDS, INC. | 62 | |
| 5 | STKL — SunOpta Inc. | 62 | |
| 6 | WVVI — WILLAMETTE VALLEY VINEYARDS IN | 60 | |
| 7 | MALG — MICROALLIANCE GROUP INC. | 60 | |
| 8 | COCO — Vita Coco Company, Inc. | 60 | |
| 9 | WEST — Westrock Coffee Co | 59 | |
| 10 | PEP — PEPSICO INC | 59 |
Patterns detected in LILW's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 32 |
| risk factor | 100/100 | 53 |
| strategic event | 69/100 | 8 |
| platform shift | 44/100 | 3 |
| margin pressure | 40/100 | 5 |
| backlog growth | 16/100 | 2 |
| risk concentration | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 5 |
| Filings Full Text | ✓ | 2 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✗ | 0 days |
| Filing Signals | ✓ | 14 types |
IR for AI subscribers receive this report every Monday:
19 AI queries this period · 0 live agent queries · Rank #7330 in sector
Top AI platforms: ChatGPT / GPT (9), Claude (Anthropic) (5)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · When are their next earnings?
Peer ranking: #? of 10 in Beverages