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 | 28 | — | 28 | |
| Claude (Anthropic) | 17 | — | 17 |
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 UTI compares to other companies in your industry (SIC 8200):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | BSAA — BEST SPAC I Acquisition Corp. | 144 | |
| 2 | CHGG — CHEGG, INC | 139 | |
| 3 | ASPU — ASPEN GROUP, INC. | 128 | |
| 4 | LGCY — Legacy Education Inc. | 125 | |
| 5 | APEI — AMERICAN PUBLIC EDUCATION INC | 125 | |
| 6 | PRDO — PERDOCEO EDUCATION Corp | 124 | |
| 7 | EXDW — Exceed World, Inc. | 123 | |
| 8 | CVSA — Covista Inc. | 123 | |
| 9 | BOXL — Boxlight Corp | 123 | |
| 10 | UDMY — Udemy, Inc. | 120 |
Patterns detected in UTI's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 31 |
| ai adoption | 100/100 | 62 |
| risk factor | 100/100 | 86 |
| platform shift | 40/100 | 5 |
| restructuring | 24/100 | 3 |
| backlog growth | 8/100 | 1 |
| margin pressure | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 208 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 12 days |
| Filing Signals | ✓ | 18 types |
IR for AI subscribers receive this report every Monday:
94 AI queries this period · 0 live agent queries · Rank #4863 in sector
Top AI platforms: ChatGPT / GPT (28), Claude (Anthropic) (17)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #? of 10 in Services-Educational Services