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) | 11 | — | 11 | |
| ChatGPT / GPT | 5 | — | 5 |
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 HBIO compares to other companies in your industry (SIC 3826):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | A — AGILENT TECHNOLOGIES, INC. | 103 | |
| 2 | WAT — WATERS CORP /DE/ | 101 | |
| 3 | MTD — METTLER TOLEDO INTERNATIONAL I | 91 | |
| 4 | ILMN — ILLUMINA, INC. | 75 | |
| 5 | RVTY — REVVITY, INC. | 73 | |
| 6 | EYPT — EyePoint, Inc. | 70 | |
| 7 | BIO — BIO-RAD LABORATORIES, INC. | 68 | |
| 8 | TXG — 10x Genomics, Inc. | 66 | |
| 9 | BRKR — BRUKER CORP | 66 | |
| 10 | LAB — STANDARD BIOTOOLS INC. | 60 |
Patterns detected in HBIO's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 44 |
| restructuring | 100/100 | 21 |
| risk concentration | 98/100 | 6 |
| ai adoption | 24/100 | 3 |
| strategic event | 24/100 | 3 |
| margin pressure | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 297 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 15 days |
| Filing Signals | ✓ | 20 types |
IR for AI subscribers receive this report every Monday:
54 AI queries this period · 0 live agent queries · Rank #1115 in sector
Top AI platforms: Claude (Anthropic) (11), ChatGPT / GPT (5)
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 Laboratory Analytical Instruments