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 | 19 | — | 19 | |
| Claude (Anthropic) | 18 | — | 18 | |
| Perplexity | 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 LGL compares to other companies in your industry (SIC 3679):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | VRT — Vertiv Holdings Co | 144 | |
| 2 | PI — IMPINJ INC | 130 | |
| 3 | MVIS — MICROVISION, INC. | 124 | |
| 4 | MPTI — M-tron Industries, Inc. | 120 | |
| 5 | AEIS — ADVANCED ENERGY INDUSTRIES INC | 120 | |
| 6 | VREX — Varex Imaging Corp | 116 | |
| 7 | LGL — LGL GROUP INC (you) | 114 | |
| 8 | ESP — ESPEY MFG & ELECTRONICS CORP | 111 | |
| 9 | VICR — VICOR CORP | 109 | |
| 10 | NEON — Neonode Inc. | 108 |
Patterns detected in LGL's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 58 |
| risk factor | 100/100 | 49 |
| risk concentration | 47/100 | 4 |
| ai adoption | 32/100 | 4 |
| platform shift | 8/100 | 1 |
| margin pressure | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 444 |
| Filings Full Text | ✓ | 10 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 17 days |
| Filing Signals | ✓ | 19 types |
IR for AI subscribers receive this report every Monday:
114 AI queries this period · 0 live agent queries · Rank #931 in sector
Top AI platforms: ChatGPT / GPT (19), Claude (Anthropic) (18), Perplexity (3)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #7 of 10 in Electronic Components, NEC