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 | 11 | — | 11 | |
| Claude (Anthropic) | 3 | — | 3 |
When someone asks an AI about your company, these are the data points it retrieves:
How LEDS compares to other companies in your industry (SIC 3674):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | NVDA — NVIDIA CORP | 40 | |
| 2 | QRVO — Qorvo, Inc. | 29 | |
| 3 | MRVL — Marvell Technology, Inc. | 25 | |
| 4 | MU — MICRON TECHNOLOGY INC | 24 | |
| 5 | KOPN — KOPIN CORP | 24 | |
| 6 | AMD — ADVANCED MICRO DEVICES INC | 23 | |
| 7 | AAOI — APPLIED OPTOELECTRONICS, INC. | 23 | |
| 8 | SLAB — SILICON LABORATORIES INC. | 22 | |
| 9 | ARM — ARM HOLDINGS PLC /UK | 22 | |
| 10 | MPWR — MONOLITHIC POWER SYSTEMS INC | 21 |
Patterns detected in LEDS's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk concentration | 100/100 | 2 |
| risk factor | 100/100 | 38 |
| strategic event | 100/100 | 14 |
| margin pressure | 96/100 | 12 |
| ai adoption | 72/100 | 9 |
| restructuring | 29/100 | 3 |
| platform shift | 16/100 | 2 |
| growth inflection | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 231 |
| Filings Full Text | ✓ | 9 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 10 days |
| Filing Signals | ✓ | 35 types |
IR for AI subscribers receive this report every Monday:
14 AI queries this period · 0 live agent queries · Rank #5575 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (3)
Most-asked: How AI-ready is their investor relations? · What's the current stock price? · Who is this company? Key people, products, competitors?
Peer ranking: #? of 10 in Semiconductors & Related Devices