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) | 8 | — | 8 |
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 MASS compares to other companies in your industry (SIC 3829):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | ONTO — ONTO INNOVATION INC. | 153 | |
| 2 | OWLT — Owlet, Inc. | 130 | |
| 3 | ROK — ROCKWELL AUTOMATION, INC | 128 | |
| 4 | AATC — AUTOSCOPE TECHNOLOGIES CORP | 118 | |
| 5 | QSI — Quantum-Si Inc | 116 | |
| 6 | GEOS — GEOSPACE TECHNOLOGIES CORP | 116 | |
| 7 | MASS — 908 Devices Inc. (you) | 108 | |
| 8 | TMO — THERMO FISHER SCIENTIFIC INC. | 107 | |
| 9 | UCLE — US NUCLEAR CORP. | 98 | |
| 10 | APM — Aptorum Group Ltd | 94 |
Patterns detected in MASS's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| platform shift | 100/100 | 8 |
| risk factor | 100/100 | 102 |
| strategic event | 100/100 | 46 |
| risk concentration | 100/100 | 10 |
| ai adoption | 96/100 | 12 |
| restructuring | 68/100 | 6 |
| margin pressure | 39/100 | 3 |
| growth inflection | 32/100 | 4 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 80 |
| Filings Full Text | ✓ | 74 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 24 days |
| Filing Signals | ✓ | 224 types |
IR for AI subscribers receive this report every Monday:
108 AI queries this period · 0 live agent queries · Rank #623 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (8)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #7 of 10 in Measuring & Controlling Devices, NEC