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) | 6 | — | 6 | |
| 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 ESE compares to other companies in your industry (SIC 3669):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | LITE — Lumentum Holdings Inc. | 81 | |
| 2 | AIOT — Powerfleet, Inc. | 74 | |
| 3 | TBCH — Turtle Beach Corp | 61 | |
| 4 | UTSI — UTSTARCOM HOLDINGS CORP. | 56 | |
| 5 | REKR — Rekor Systems, Inc. | 56 | |
| 6 | INSG — INSEEGO CORP. | 55 | |
| 7 | NSSC — NAPCO SECURITY TECHNOLOGIES, I | 54 | |
| 8 | ESE — ESCO TECHNOLOGIES INC (you) | 54 | |
| 9 | IWAL — iWallet Corp | 53 | |
| 10 | TRCK — Track Group, Inc. | 52 |
Patterns detected in ESE's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 33 |
| strategic event | 90/100 | 10 |
| restructuring | 69/100 | 8 |
| risk concentration | 51/100 | 2 |
| backlog growth | 40/100 | 5 |
| ai adoption | 32/100 | 4 |
| margin pressure | 32/100 | 4 |
| growth inflection | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 170 |
| Filings Full Text | ✓ | 5 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 20 days |
| Filing Signals | ✓ | 21 types |
IR for AI subscribers receive this report every Monday:
54 AI queries this period · 0 live agent queries · Rank #1048 in sector
Top AI platforms: Claude (Anthropic) (6), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · Who is this company? Key people, products, competitors? · Company overview / identity
Peer ranking: #8 of 10 in Communications Equipment, NEC