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 | 28 | — | 28 | |
| Claude (Anthropic) | 15 | — | 15 | |
| 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 MFI compares to other companies in your industry (SIC 7371):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | ZS — Zscaler, Inc. | 177 | |
| 2 | XTIA — XTI Aerospace, Inc. | 146 | |
| 3 | INFY — Infosys Ltd | 143 | |
| 4 | RGTI — Rigetti Computing, Inc. | 142 | |
| 5 | BMTM — Bright Mountain Media, Inc. | 141 | |
| 6 | ANKM — Ankam, Inc. | 140 | |
| 7 | YQAI — YOUNEEQAI TECHNICAL SERVICES, | 139 | |
| 8 | RDNW — RideNow Group, Inc. | 138 | |
| 9 | CYN — Cyngn Inc. | 138 | |
| 10 | CTSH — COGNIZANT TECHNOLOGY SOLUTIONS | 138 |
Patterns detected in MFI's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 50 |
| platform shift | 42/100 | 4 |
| strategic event | 21/100 | 2 |
| restructuring | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 25 |
| Filings Full Text | ✓ | 2 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 14 days |
| Filing Signals | ✓ | 4 types |
IR for AI subscribers receive this report every Monday:
81 AI queries this period · 0 live agent queries · Rank #6383 in sector
Top AI platforms: ChatGPT / GPT (28), Claude (Anthropic) (15), Gemini (Google) (2)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #? of 10 in Services-Computer Programming Services