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 | 17 | — | 17 | |
| Claude (Anthropic) | 16 | — | 16 | |
| Gemini (Google) | 4 | — | — |
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 SERV compares to other companies in your industry (SIC 3569):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | RRX — REGAL REXNORD CORP | 111 | |
| 2 | OUST — Ouster, Inc. | 106 | |
| 3 | NDSN — NORDSON CORP | 100 | |
| 4 | SERV — Serve Robotics Inc. /DE/ (you) | 95 | |
| 5 | RR — RICHTECH ROBOTICS INC. | 94 | |
| 6 | ESAB — ESAB Corp | 93 | |
| 7 | KITT — Nauticus Robotics, Inc. | 92 | |
| 8 | EKSO — EKSO BIONICS HOLDINGS, INC. | 84 | |
| 9 | TAYD — TAYLOR DEVICES, INC. | 78 | |
| 10 | SYM — Symbotic Inc. | 78 |
Patterns detected in SERV's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 13 |
| platform shift | 100/100 | 21 |
| risk factor | 100/100 | 89 |
| strategic event | 100/100 | 12 |
| margin pressure | 72/100 | 9 |
| risk concentration | 66/100 | 7 |
| restructuring | 8/100 | 1 |
| growth inflection | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 78 |
| Filings Full Text | ✓ | 9 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 6 days |
| Filing Signals | ✓ | 35 types |
IR for AI subscribers receive this report every Monday:
95 AI queries this period · 0 live agent queries · Rank #2227 in sector
Top AI platforms: ChatGPT / GPT (17), Claude (Anthropic) (16), Gemini (Google) (4)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Who is this company? Key people, products, competitors?
Peer ranking: #4 of 10 in General Industrial Machinery & Equipment, NEC