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) | 6 | — | 6 |
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 PKOH compares to other companies in your industry (SIC 3460):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | MEC — Mayville Engineering Company, | 30 | |
| 2 | MTRN — MATERION Corp | 29 | |
| 3 | TRS — TRIMAS CORP | 28 | |
| 4 | PKOH — PARK OHIO HOLDINGS CORP (you) | 17 |
Patterns detected in PKOH's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 91 |
| risk factor | 100/100 | 87 |
| risk concentration | 76/100 | 2 |
| margin pressure | 24/100 | 3 |
| ai adoption | 16/100 | 2 |
| capex increase | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 199 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 14 days |
| Filing Signals | ✓ | 15 types |
IR for AI subscribers receive this report every Monday:
17 AI queries this period · 0 live agent queries · Rank #5476 in sector
Top AI platforms: Claude (Anthropic) (6)
Most-asked: How AI-ready is their investor relations? · Who is this company? Key people, products, competitors? · When are their next earnings?
Peer ranking: #4 of 4 in Metal Forgings & Stampings