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 | 18 | — | 18 | |
| 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 LOT compares to other companies in your industry (SIC 3711):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | F — FORD MOTOR CO | 208 | |
| 2 | TSLA — Tesla, Inc. | 179 | |
| 3 | GM — General Motors Co | 152 | |
| 4 | PCAR — PACCAR INC | 148 | |
| 5 | TM — TOYOTA MOTOR CORP/ | 139 | |
| 6 | RIVN — Rivian Automotive, Inc. / DE | 139 | |
| 7 | HMC — HONDA MOTOR CO LTD | 139 | |
| 8 | RACE — Ferrari N.V. | 132 | |
| 9 | LCID — Lucid Group, Inc. | 130 | |
| 10 | WKHS — Workhorse Group Inc. | 129 |
Patterns detected in LOT's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 155 |
| strategic event | 74/100 | 8 |
| platform shift | 24/100 | 3 |
| ai adoption | 16/100 | 2 |
| margin pressure | 16/100 | 2 |
| restructuring | 8/100 | 1 |
| backlog growth | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 44 |
| Filings Full Text | ✓ | 2 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 4 days |
| Filing Signals | ✓ | 7 types |
IR for AI subscribers receive this report every Monday:
75 AI queries this period · 0 live agent queries · Rank #5376 in sector
Top AI platforms: ChatGPT / GPT (18), 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 Motor Vehicles & Passenger Car Bodies