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) | 18 | — | 18 |
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 VNTG compares to other companies in your industry (SIC 4731):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | SGLY — Singularity Future Technology | 108 | |
| 2 | CHRW — C. H. ROBINSON WORLDWIDE, INC. | 108 | |
| 3 | FWRD — FORWARD AIR CORP | 103 | |
| 4 | RLGT — RADIANT LOGISTICS, INC | 102 | |
| 5 | LSH — Lakeside Holding Ltd | 100 | |
| 6 | EXPD — EXPEDITORS INTERNATIONAL OF WA | 100 | |
| 7 | BCO — BRINKS CO | 99 | |
| 8 | HUBG — Hub Group, Inc. | 94 | |
| 9 | FRGT — Freight Technologies, Inc. | 94 | |
| 10 | VNTG — Vantage Corp (Singapore) (you) | 82 |
Patterns detected in VNTG's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 47 |
| platform shift | 21/100 | 2 |
| margin pressure | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 11 |
| Filings Full Text | ✓ | 2 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 22 days |
| Filing Signals | ✓ | 3 types |
IR for AI subscribers receive this report every Monday:
82 AI queries this period · 0 live agent queries · Rank #4453 in sector
Top AI platforms: ChatGPT / GPT (18), Claude (Anthropic) (18)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · Company overview / identity
Peer ranking: #10 of 10 in Arrangement of Transportation of Freight & Cargo