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 | |
|---|---|---|---|---|
| Claude (Anthropic) | 8 | — | 8 | |
| ChatGPT / GPT | 5 | — | 5 |
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 VLO compares to other companies in your industry (SIC 2911):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | CVX — CHEVRON CORP | 143 | |
| 2 | XOM — EXXON MOBIL CORP | 116 | |
| 3 | COP — CONOCOPHILLIPS | 100 | |
| 4 | MPC — Marathon Petroleum Corp | 99 | |
| 5 | PSX — Phillips 66 | 92 | |
| 6 | VLO — VALERO ENERGY CORP/TX (you) | 88 | |
| 7 | SU — SUNCOR ENERGY INC | 88 | |
| 8 | IMO — IMPERIAL OIL LTD | 86 | |
| 9 | CLMT — Calumet, Inc. /DE | 74 | |
| 10 | EQNR — EQUINOR ASA | 65 |
Patterns detected in VLO's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 50 |
| strategic event | 100/100 | 43 |
| ai adoption | 48/100 | 6 |
| backlog growth | 16/100 | 2 |
| platform shift | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 277 |
| Filings Full Text | ✓ | 5 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 2 days |
| Filing Signals | ✓ | 12 types |
IR for AI subscribers receive this report every Monday:
88 AI queries this period · 0 live agent queries · Rank #286 in sector
Top AI platforms: Claude (Anthropic) (8), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · Who is this company? Key people, products, competitors? · Show me their SEC filings
Peer ranking: #6 of 10 in Petroleum Refining