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) | 2 | — | 2 |
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 QSI compares to other companies in your industry (SIC 3829):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | APM — Aptorum Group Ltd | 26 | |
| 2 | MIR — Mirion Technologies, Inc. | 24 | |
| 3 | GEOS — GEOSPACE TECHNOLOGIES CORP | 20 | |
| 4 | AATC — AUTOSCOPE TECHNOLOGIES CORP | 20 | |
| 5 | MASS — 908 Devices Inc. | 19 | |
| 6 | TRMB — TRIMBLE INC. | 16 | |
| 7 | BCHT — Birchtech Corp. | 16 | |
| 8 | UCLE — US NUCLEAR CORP. | 15 | |
| 9 | TMO — THERMO FISHER SCIENTIFIC INC. | 14 | |
| 10 | ROK — ROCKWELL AUTOMATION, INC | 14 |
Patterns detected in QSI's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 21 |
| risk factor | 100/100 | 138 |
| ai adoption | 100/100 | 16 |
| platform shift | 81/100 | 7 |
| restructuring | 56/100 | 7 |
| margin pressure | 16/100 | 2 |
| growth inflection | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 129 |
| Filings Full Text | ✓ | 10 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 21 days |
| Filing Signals | ✓ | 22 types |
IR for AI subscribers receive this report every Monday:
11 AI queries this period · 0 live agent queries · Rank #362 in sector
Top AI platforms: Claude (Anthropic) (2)
Most-asked: How AI-ready is their investor relations? · Who is this company? Key people, products, competitors? · Show me their SEC filings
Peer ranking: #? of 10 in Measuring & Controlling Devices, NEC