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 | 18 | — | 18 | |
| Claude (Anthropic) | 16 | — | 16 | |
| Gemini (Google) | 4 | — | — |
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 MWYN compares to other companies in your industry (SIC 5141):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | UNFI — UNITED NATURAL FOODS INC | 97 | |
| 2 | CHEF — Chefs' Warehouse, Inc. | 95 | |
| 3 | DIT — AMCON DISTRIBUTING CO | 93 | |
| 4 | MWYN — Marwynn Holdings, Inc. (you) | 90 | |
| 5 | PFGC — Performance Food Group Co | 88 | |
| 6 | IVFH — INNOVATIVE FOOD HOLDINGS INC | 88 | |
| 7 | BZLFY — BUNZL PLC | 75 | |
| 8 | WILC — G WILLI FOOD INTERNATIONAL LTD | 68 |
Patterns detected in MWYN's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 36 |
| risk concentration | 100/100 | 8 |
| strategic event | 96/100 | 12 |
| ai adoption | 56/100 | 7 |
| backlog growth | 40/100 | 5 |
| margin pressure | 40/100 | 5 |
| platform shift | 32/100 | 4 |
| restructuring | 24/100 | 3 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 23 |
| Filings Full Text | ✓ | 7 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 21 days |
| Filing Signals | ✓ | 31 types |
IR for AI subscribers receive this report every Monday:
90 AI queries this period · 0 live agent queries · Rank #3182 in sector
Top AI platforms: ChatGPT / GPT (18), Claude (Anthropic) (16), Gemini (Google) (4)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #4 of 8 in Wholesale-Groceries, General Line