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 | 29 | — | 29 | |
| Claude (Anthropic) | 17 | — | 17 | |
| Perplexity | 1 | — | 1 | |
| Gemini (Google) | 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 MDBH compares to other companies in your industry (SIC 6199):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | AXP — AMERICAN EXPRESS CO | 241 | |
| 2 | MSTR — Strategy Inc | 196 | |
| 3 | COIN — Coinbase Global, Inc. | 174 | |
| 4 | BTGO — BITGO HOLDINGS, INC. | 169 | |
| 5 | ABTC — American Bitcoin Corp. | 156 | |
| 6 | BEGI — BLACKSTAR ENTERPRISE GROUP, IN | 155 | |
| 7 | UPST — Upstart Holdings, Inc. | 154 | |
| 8 | FWDI — Forward Industries, Inc. | 154 | |
| 9 | PWP — Perella Weinberg Partners | 153 | |
| 10 | OPFI — OppFi Inc. | 153 |
Patterns detected in MDBH's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 75 |
| strategic event | 100/100 | 13 |
| ai adoption | 16/100 | 2 |
| margin pressure | 8/100 | 1 |
| platform shift | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 32 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 10 days |
| Filing Signals | ✓ | 14 types |
IR for AI subscribers receive this report every Monday:
88 AI queries this period · 0 live agent queries · Rank #5621 in sector
Top AI platforms: ChatGPT / GPT (29), Claude (Anthropic) (17), Perplexity (1)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Who is this company? Key people, products, competitors?
Peer ranking: #? of 10 in Finance Services