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) | 9 | — | 9 |
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 VMI compares to other companies in your industry (SIC 3440):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | TPCS — TECHPRECISION CORP | 35 | |
| 2 | PRLB — Proto Labs Inc | 34 | |
| 3 | VATE — INNOVATE Corp. | 31 | |
| 4 | ACA — Arcosa, Inc. | 30 | |
| 5 | VMI — VALMONT INDUSTRIES INC (you) | 29 |
Patterns detected in VMI's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 13 |
| strategic event | 100/100 | 38 |
| risk concentration | 89/100 | 3 |
| ai adoption | 88/100 | 11 |
| margin pressure | 32/100 | 4 |
| capex increase | 28/100 | 1 |
| backlog growth | 16/100 | 2 |
| restructuring | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 204 |
| Filings Full Text | ✓ | 5 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 28 days |
| Filing Signals | ✓ | 17 types |
IR for AI subscribers receive this report every Monday:
29 AI queries this period · 0 live agent queries · Rank #3893 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (9)
Most-asked: How AI-ready is their investor relations? · When are their next earnings? · Who is this company? Key people, products, competitors?
Peer ranking: #5 of 5 in Fabricated Structural Metal Products