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) | 4 | — | 4 |
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 WAT compares to other companies in your industry (SIC 3826):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | LAB — STANDARD BIOTOOLS INC. | 23 | |
| 2 | CTKB — Cytek Biosciences, Inc. | 19 | |
| 3 | NAUT — Nautilus Biotechnology, Inc. | 18 | |
| 4 | A — AGILENT TECHNOLOGIES, INC. | 18 | |
| 5 | WAT — WATERS CORP /DE/ (you) | 17 | |
| 6 | BRKR — BRUKER CORP | 17 | |
| 7 | TXG — 10x Genomics, Inc. | 16 | |
| 8 | QTRX — Quanterix Corp | 16 | |
| 9 | ILMN — ILLUMINA, INC. | 16 | |
| 10 | HBIO — HARVARD BIOSCIENCE INC | 16 |
Patterns detected in WAT's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 70 |
| ai adoption | 100/100 | 15 |
| strategic event | 100/100 | 17 |
| restructuring | 66/100 | 2 |
| margin pressure | 24/100 | 3 |
| platform shift | 18/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 174 |
| Filings Full Text | ✓ | 7 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 29 days |
| Filing Signals | ✓ | 20 types |
IR for AI subscribers receive this report every Monday:
17 AI queries this period · 0 live agent queries · Rank #254 in sector
Top AI platforms: Claude (Anthropic) (4)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · What's the current stock price?
Peer ranking: #5 of 10 in Laboratory Analytical Instruments