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) | 8 | — | 8 | |
| 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 TFIN compares to other companies in your industry (SIC 6022):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | STT — STATE STREET CORP | 74 | |
| 2 | MTB — M&T BANK CORP | 65 | |
| 3 | FITB — FIFTH THIRD BANCORP | 65 | |
| 4 | ITUB — Itau Unibanco Holding S.A. | 60 | |
| 5 | DB — DEUTSCHE BANK AKTIENGESELLSCHA | 57 | |
| 6 | BNS — BANK OF NOVA SCOTIA | 56 | |
| 7 | NTRS — NORTHERN TRUST CORP | 55 | |
| 8 | BBD — BANK BRADESCO | 54 | |
| 9 | BK — Bank of New York Mellon Corp | 52 | |
| 10 | CFG — CITIZENS FINANCIAL GROUP INC/R | 48 |
Patterns detected in TFIN's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| strategic event | 100/100 | 26 |
| risk factor | 100/100 | 77 |
| ai adoption | 24/100 | 3 |
| platform shift | 24/100 | 3 |
| risk concentration | 21/100 | 2 |
| margin pressure | 21/100 | 2 |
| restructuring | 16/100 | 2 |
| growth inflection | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 233 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 6 days |
| Filing Signals | ✓ | 26 types |
IR for AI subscribers receive this report every Monday:
41 AI queries this period · 0 live agent queries · Rank #3509 in sector
Top AI platforms: Claude (Anthropic) (8), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · Company overview / identity
Peer ranking: #? of 10 in State Commercial Banks