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 | 29 | — | 29 | |
| Claude (Anthropic) | 18 | — | 18 | |
| Gemini (Google) | 1 | — | — |
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 PRLB compares to other companies in your industry (SIC 3440):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | PRLB — Proto Labs Inc (you) | 105 | |
| 2 | VMI — VALMONT INDUSTRIES INC | 99 | |
| 3 | VATE — INNOVATE Corp. | 99 | |
| 4 | TPCS — TECHPRECISION CORP | 97 | |
| 5 | ACA — Arcosa, Inc. | 97 |
Patterns detected in PRLB's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 26 |
| ai adoption | 100/100 | 14 |
| strategic event | 100/100 | 76 |
| growth inflection | 96/100 | 12 |
| margin pressure | 39/100 | 3 |
| platform shift | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 202 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 12 days |
| Filing Signals | ✓ | 29 types |
IR for AI subscribers receive this report every Monday:
105 AI queries this period · 0 live agent queries · Rank #3220 in sector
Top AI platforms: ChatGPT / GPT (29), Claude (Anthropic) (18), Gemini (Google) (1)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #1 of 5 in Fabricated Structural Metal Products