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 | 33 | — | 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 VRM compares to other companies in your industry (SIC 5500):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | CPRT — COPART INC | 154 | |
| 2 | AN — AUTONATION, INC. | 154 | |
| 3 | CASY — CASEYS GENERAL STORES INC | 146 | |
| 4 | CVNA — CARVANA CO. | 145 | |
| 5 | NXXT — NEXTNRG, INC. | 135 | |
| 6 | GPI — GROUP 1 AUTOMOTIVE INC | 134 | |
| 7 | KMX — CARMAX INC | 130 | |
| 8 | ABG — ASBURY AUTOMOTIVE GROUP INC | 127 | |
| 9 | CWH — Camping World Holdings, Inc. | 125 | |
| 10 | MUSA — Murphy USA Inc. | 124 |
Patterns detected in VRM's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 49 |
| risk factor | 100/100 | 100 |
| strategic event | 100/100 | 48 |
| risk concentration | 42/100 | 4 |
| platform shift | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 121 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 13 days |
| Filing Signals | ✓ | 22 types |
IR for AI subscribers receive this report every Monday:
95 AI queries this period · 0 live agent queries · Rank #4645 in sector
Top AI platforms: ChatGPT / GPT (33), Claude (Anthropic) (16)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · Company overview / identity
Peer ranking: #? of 10 in Retail-Auto Dealers & Gasoline Stations