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) | 18 | — | 18 |
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 VRRM compares to other companies in your industry (SIC 4700):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | EXPE — Expedia Group, Inc. | 182 | |
| 2 | BKNG — Booking Holdings Inc. | 148 | |
| 3 | SPCE — Virgin Galactic Holdings, Inc | 126 | |
| 4 | VRRM — VERRA MOBILITY Corp (you) | 124 | |
| 5 | RXO — RXO, Inc. | 123 | |
| 6 | XPO — XPO, Inc. | 120 | |
| 7 | GBTG — Global Business Travel Group, | 120 | |
| 8 | NTRP — NextTrip, Inc. | 119 | |
| 9 | GATX — GATX CORP | 118 | |
| 10 | LIND — LINDBLAD EXPEDITIONS HOLDINGS, | 113 |
Patterns detected in VRRM's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 82 |
| risk factor | 100/100 | 162 |
| ai adoption | 96/100 | 12 |
| platform shift | 56/100 | 7 |
| risk concentration | 32/100 | 4 |
| capex increase | 24/100 | 3 |
| margin pressure | 8/100 | 1 |
| backlog growth | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 170 |
| Filings Full Text | ✓ | 10 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 21 days |
| Filing Signals | ✓ | 29 types |
IR for AI subscribers receive this report every Monday:
124 AI queries this period · 0 live agent queries · Rank #537 in sector
Top AI platforms: ChatGPT / GPT (19), Claude (Anthropic) (18)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #4 of 10 in Transportation Services