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 | 22 | — | 19 | |
| Claude (Anthropic) | 19 | — | 19 |
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 LIF compares to other companies in your industry (SIC 7374):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | ADP — AUTOMATIC DATA PROCESSING INC | 160 | |
| 2 | WDAY — Workday, Inc. | 148 | |
| 3 | VRSK — Verisk Analytics, Inc. | 141 | |
| 4 | RDDT — Reddit, Inc. | 140 | |
| 5 | UPWK — UPWORK, INC | 128 | |
| 6 | KWIK — KwikClick, Inc. | 128 | |
| 7 | DXC — DXC Technology Co | 127 | |
| 8 | RNG — RingCentral, Inc. | 126 | |
| 9 | INOD — INNODATA INC | 126 | |
| 10 | HNGE — Hinge Health, Inc. | 125 |
Patterns detected in LIF's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 26 |
| risk factor | 100/100 | 88 |
| strategic event | 100/100 | 18 |
| growth inflection | 96/100 | 12 |
| platform shift | 32/100 | 4 |
| restructuring | 32/100 | 4 |
| margin pressure | 24/100 | 3 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 70 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 12 days |
| Filing Signals | ✓ | 21 types |
IR for AI subscribers receive this report every Monday:
99 AI queries this period · 0 live agent queries · Rank #2045 in sector
Top AI platforms: ChatGPT / GPT (22), Claude (Anthropic) (19)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #? of 10 in Services-Computer Processing & Data Preparation