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) | 9 | — | 9 |
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 VVV compares to other companies in your industry (SIC 2990):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | KWR — QUAKER CHEMICAL CORP | 31 | |
| 2 | VVV — VALVOLINE INC (you) | 22 |
Patterns detected in VVV's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 78 |
| risk factor | 100/100 | 60 |
| restructuring | 100/100 | 17 |
| platform shift | 77/100 | 9 |
| ai adoption | 48/100 | 6 |
| capex increase | 24/100 | 3 |
| margin pressure | 16/100 | 2 |
| growth inflection | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 172 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 22 days |
| Filing Signals | ✓ | 30 types |
IR for AI subscribers receive this report every Monday:
22 AI queries this period · 0 live agent queries · Rank #2412 in sector
Top AI platforms: Claude (Anthropic) (9)
Most-asked: How AI-ready is their investor relations? · What's the current stock price? · Who is this company? Key people, products, competitors?
Peer ranking: #2 of 2 in Miscellaneous Products of Petroleum & Coal