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 | 10 | — | 10 | |
| Claude (Anthropic) | 3 | — | 3 |
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 VFS compares to other companies in your industry (SIC 3711):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | OSK — OSHKOSH CORP | 29 | |
| 2 | ECDA — ECD Automotive Design, Inc. | 23 | |
| 3 | NRDE — NU RIDE INC. | 21 | |
| 4 | BINI — BOLLINGER INNOVATIONS, INC. | 20 | |
| 5 | TM — TOYOTA MOTOR CORP/ | 19 | |
| 6 | F — FORD MOTOR CO | 19 | |
| 7 | EMPD — Empery Digital Inc. | 19 | |
| 8 | FSS — FEDERAL SIGNAL CORP /DE/ | 18 | |
| 9 | FFAI — FARADAY FUTURE INTELLIGENT ELE | 18 | |
| 10 | FLYE — Fly-E Group, Inc. | 17 |
Patterns detected in VFS's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 82 |
| platform shift | 82/100 | 9 |
| strategic event | 78/100 | 6 |
| ai adoption | 72/100 | 9 |
| margin pressure | 40/100 | 5 |
| backlog growth | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 67 |
| Filings Full Text | ✓ | 2 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 20 days |
| Filing Signals | ✓ | 6 types |
IR for AI subscribers receive this report every Monday:
14 AI queries this period · 0 live agent queries · Rank #6050 in sector
Top AI platforms: ChatGPT / GPT (10), Claude (Anthropic) (3)
Most-asked: How AI-ready is their investor relations? · What's the current stock price? · Show me their SEC filings
Peer ranking: #? of 10 in Motor Vehicles & Passenger Car Bodies