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 | 19 | — | 19 | |
| Claude (Anthropic) | 16 | — | 16 | |
| Gemini (Google) | 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 RSCF compares to other companies in your industry (SIC 3821):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | RSCF — REFLECT SCIENTIFIC, INC. (you) | 93 | |
| 2 | KEQU — KEWAUNEE SCIENTIFIC CORP /DE/ | 84 |
Patterns detected in RSCF's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 77/100 | 9 |
| strategic event | 68/100 | 6 |
| platform shift | 28/100 | 1 |
| margin pressure | 8/100 | 1 |
| risk concentration | 8/100 | 1 |
| ai adoption | 8/100 | 1 |
| restructuring | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 111 |
| Filings Full Text | ✓ | 7 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 16 days |
| Filing Signals | ✓ | 15 types |
IR for AI subscribers receive this report every Monday:
93 AI queries this period · 0 live agent queries · Rank #3109 in sector
Top AI platforms: ChatGPT / GPT (19), Claude (Anthropic) (16), Gemini (Google) (4)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Who is this company? Key people, products, competitors?
Peer ranking: #1 of 2 in Laboratory Apparatus & Furniture