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) | 10 | — | 10 | |
| 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 ICFI compares to other companies in your industry (SIC 8742):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | BAH — Booz Allen Hamilton Holding Co | 49 | |
| 2 | ZBAI — ATIF Holdings Ltd | 44 | |
| 3 | GLVT — GREENLIT VENTURES INC. | 39 | |
| 4 | ASTH — Astrana Health, Inc. | 39 | |
| 5 | ICFI — ICF International, Inc. (you) | 38 | |
| 6 | EXPO — EXPONENT INC | 38 | |
| 7 | LBRA — 1847 Holdings LLC | 37 | |
| 8 | GRNQ — Greenpro Capital Corp. | 35 | |
| 9 | WHLM — Wilhelmina International, Inc. | 34 | |
| 10 | NORD — Nordicus Partners Corp | 34 |
Patterns detected in ICFI's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 52 |
| ai adoption | 100/100 | 22 |
| strategic event | 100/100 | 22 |
| margin pressure | 16/100 | 2 |
| risk concentration | 13/100 | 1 |
| backlog growth | 8/100 | 1 |
| growth inflection | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 270 |
| Filings Full Text | ✓ | 7 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 16 days |
| Filing Signals | ✓ | 14 types |
IR for AI subscribers receive this report every Monday:
38 AI queries this period · 0 live agent queries · Rank #2994 in sector
Top AI platforms: Claude (Anthropic) (10), ChatGPT / GPT (5)
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: #5 of 10 in Services-Management Consulting Services