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 | 9 | — | 9 | |
| Claude (Anthropic) | 7 | — | 7 |
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 LINC compares to other companies in your industry (SIC 8200):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | BSAA — BEST SPAC I Acquisition Corp. | 61 | |
| 2 | ASPU — ASPEN GROUP, INC. | 53 | |
| 3 | CHGG — CHEGG, INC | 52 | |
| 4 | NRDY — Nerdy Inc. | 51 | |
| 5 | DWAY — Driveitaway Holdings, Inc. | 51 | |
| 6 | LGCY — Legacy Education Inc. | 49 | |
| 7 | EXDW — Exceed World, Inc. | 49 | |
| 8 | CVSA — Covista Inc. | 48 | |
| 9 | STRA — Strategic Education, Inc. | 47 | |
| 10 | IH — iHuman Inc. | 45 |
Patterns detected in LINC's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 71 |
| ai adoption | 100/100 | 41 |
| risk factor | 100/100 | 93 |
| growth inflection | 48/100 | 6 |
| risk concentration | 40/100 | 5 |
| platform shift | 32/100 | 4 |
| capex increase | 21/100 | 2 |
| margin pressure | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 239 |
| Filings Full Text | ✓ | 7 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 24 days |
| Filing Signals | ✓ | 28 types |
IR for AI subscribers receive this report every Monday:
26 AI queries this period · 0 live agent queries · Rank #3815 in sector
Top AI platforms: ChatGPT / GPT (9), Claude (Anthropic) (7)
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 Services-Educational Services