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) | 1 | — | 1 |
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 IQV compares to other companies in your industry (SIC 8731):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | CRL — CHARLES RIVER LABORATORIES INT | 22 | |
| 2 | IQV — IQVIA HOLDINGS INC. (you) | 21 | |
| 3 | OABI — OmniAb, Inc. | 19 | |
| 4 | NOTV — Inotiv, Inc. | 18 | |
| 5 | INCY — INCYTE CORP | 18 | |
| 6 | CBIH — Cannabis Bioscience Internatio | 18 | |
| 7 | ONMD — OneMedNet Corp | 17 | |
| 8 | MEDP — Medpace Holdings, Inc. | 17 | |
| 9 | ISPC — iSpecimen Inc. | 17 | |
| 10 | NRC — NATIONAL RESEARCH CORP | 16 |
Patterns detected in IQV's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 21 |
| risk factor | 100/100 | 14 |
| strategic event | 100/100 | 199 |
| restructuring | 100/100 | 15 |
| platform shift | 100/100 | 13 |
| backlog growth | 72/100 | 9 |
| growth inflection | 45/100 | 5 |
| margin pressure | 24/100 | 3 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 231 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 20 days |
| Filing Signals | ✓ | 41 types |
IR for AI subscribers receive this report every Monday:
21 AI queries this period · 0 live agent queries · Rank #404 in sector
Top AI platforms: Claude (Anthropic) (1)
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 10 in Services-Commercial Physical & Biological Research