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) | 1 | — | 1 |
When someone asks an AI about your company, these are the data points it retrieves:
How VLN compares to other companies in your industry (SIC 3674):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | NVDA — NVIDIA CORP | 39 | |
| 2 | QRVO — Qorvo, Inc. | 25 | |
| 3 | MRVL — Marvell Technology, Inc. | 25 | |
| 4 | MU — MICRON TECHNOLOGY INC | 24 | |
| 5 | KOPN — KOPIN CORP | 24 | |
| 6 | SLAB — SILICON LABORATORIES INC. | 23 | |
| 7 | AMD — ADVANCED MICRO DEVICES INC | 23 | |
| 8 | AAOI — APPLIED OPTOELECTRONICS, INC. | 23 | |
| 9 | ARM — ARM HOLDINGS PLC /UK | 22 | |
| 10 | MPWR — MONOLITHIC POWER SYSTEMS INC | 21 |
Patterns detected in VLN's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk concentration | 100/100 | 4 |
| risk factor | 100/100 | 92 |
| platform shift | 69/100 | 8 |
| margin pressure | 40/100 | 5 |
| ai adoption | 32/100 | 4 |
| strategic event | 29/100 | 3 |
| backlog growth | 13/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 105 |
| Filings Full Text | ✓ | 2 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 16 days |
| Filing Signals | ✓ | 7 types |
IR for AI subscribers receive this report every Monday:
11 AI queries this period · 0 live agent queries · Rank #5713 in sector
Top AI platforms: ChatGPT / GPT (10), Claude (Anthropic) (1)
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 Semiconductors & Related Devices