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 | 27 | — | 27 | |
| Claude (Anthropic) | 18 | — | 18 | |
| Gemini (Google) | 2 | — | — |
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 ICLR compares to other companies in your industry (SIC 8731):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | IQV — IQVIA HOLDINGS INC. | 162 | |
| 2 | ISPC — iSpecimen Inc. | 141 | |
| 3 | INCY — INCYTE CORP | 141 | |
| 4 | ONMD — OneMedNet Corp | 140 | |
| 5 | NOTV — Inotiv, Inc. | 139 | |
| 6 | CBIH — Cannabis Bioscience Internatio | 137 | |
| 7 | MEDP — Medpace Holdings, Inc. | 135 | |
| 8 | CRL — CHARLES RIVER LABORATORIES INT | 130 | |
| 9 | OABI — OmniAb, Inc. | 128 | |
| 10 | ABSI — Absci Corp | 126 |
Patterns detected in ICLR's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| restructuring | 100/100 | 11 |
| ai adoption | 100/100 | 26 |
| risk factor | 100/100 | 102 |
| strategic event | 100/100 | 16 |
| platform shift | 56/100 | 7 |
| backlog growth | 16/100 | 2 |
| margin pressure | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 492 |
| Filings Full Text | ✓ | 2 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 11 days |
| Filing Signals | ✓ | 7 types |
IR for AI subscribers receive this report every Monday:
85 AI queries this period · 0 live agent queries · Rank #6049 in sector
Top AI platforms: ChatGPT / GPT (27), Claude (Anthropic) (18), Gemini (Google) (2)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · Company overview / identity
Peer ranking: #? of 10 in Services-Commercial Physical & Biological Research