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 | |
|---|---|---|---|---|
| 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 NL compares to other companies in your industry (SIC 2810):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | LIN — LINDE PLC | 37 | |
| 2 | LTBR — LIGHTBRIDGE Corp | 26 | |
| 3 | APD — Air Products & Chemicals, Inc. | 21 | |
| 4 | VHI — VALHI INC /DE/ | 20 | |
| 5 | HGAS — Global Gas Corp | 20 | |
| 6 | TROX — Tronox Holdings plc | 18 | |
| 7 | LXFR — LUXFER HOLDINGS PLC | 18 | |
| 8 | KRO — KRONOS WORLDWIDE INC | 17 | |
| 9 | MTX — MINERALS TECHNOLOGIES INC | 14 | |
| 10 | LXU — LSB INDUSTRIES, INC. | 14 |
Patterns detected in NL's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 70 |
| risk factor | 100/100 | 71 |
| restructuring | 79/100 | 3 |
| ai adoption | 72/100 | 9 |
| margin pressure | 24/100 | 3 |
| platform shift | 8/100 | 1 |
| growth inflection | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 461 |
| Filings Full Text | ✓ | 5 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 18 days |
| Filing Signals | ✓ | 15 types |
IR for AI subscribers receive this report every Monday:
12 AI queries this period · 0 live agent queries · Rank #910 in sector
Top AI platforms: 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 Industrial Inorganic Chemicals