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 | 30 | — | 30 | |
| Claude (Anthropic) | 16 | — | 16 |
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 LCTC compares to other companies in your industry (SIC 3826):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | A — AGILENT TECHNOLOGIES, INC. | 201 | |
| 2 | ILMN — ILLUMINA, INC. | 171 | |
| 3 | RVTY — REVVITY, INC. | 168 | |
| 4 | MTD — METTLER TOLEDO INTERNATIONAL I | 168 | |
| 5 | WAT — WATERS CORP /DE/ | 163 | |
| 6 | BRKR — BRUKER CORP | 163 | |
| 7 | TXG — 10x Genomics, Inc. | 152 | |
| 8 | BIO — BIO-RAD LABORATORIES, INC. | 151 | |
| 9 | BFNH — BIOFORCE NANOSCIENCES HOLDINGS | 149 | |
| 10 | EYPT — EyePoint, Inc. | 145 |
Patterns detected in LCTC's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 31 |
| strategic event | 100/100 | 15 |
| ai adoption | 40/100 | 5 |
| platform shift | 33/100 | 1 |
| risk concentration | 24/100 | 3 |
| margin pressure | 24/100 | 3 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 153 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 4 days |
| Filing Signals | ✓ | 25 types |
IR for AI subscribers receive this report every Monday:
85 AI queries this period · 0 live agent queries · Rank #6035 in sector
Top AI platforms: ChatGPT / GPT (30), Claude (Anthropic) (16)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #? of 10 in Laboratory Analytical Instruments