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) | 7 | — | 7 | |
| 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 LGN compares to other companies in your industry (SIC 1700):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | RHNO — RHINO BITCOIN INC. | 36 | |
| 2 | LMB — Limbach Holdings, Inc. | 33 | |
| 3 | ONAR — Onar Holding Corp | 31 | |
| 4 | AGX — ARGAN INC | 31 | |
| 5 | MTRX — MATRIX SERVICE CO | 30 | |
| 6 | PTOS — P2 Solar, Inc. | 29 | |
| 7 | LGN — Legence Corp. (you) | 29 | |
| 8 | BLD — TopBuild Corp | 28 | |
| 9 | SUNE — SUNation Energy, Inc. | 27 | |
| 10 | MSW — Ming Shing Group Holdings Ltd | 27 |
Patterns detected in LGN's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 14 |
| risk factor | 100/100 | 111 |
| strategic event | 100/100 | 109 |
| growth inflection | 72/100 | 9 |
| platform shift | 65/100 | 5 |
| backlog growth | 64/100 | 8 |
| margin pressure | 24/100 | 3 |
| risk concentration | 16/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 16 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 21 days |
| Filing Signals | ✓ | 32 types |
IR for AI subscribers receive this report every Monday:
29 AI queries this period · 0 live agent queries · Rank #1806 in sector
Top AI platforms: Claude (Anthropic) (7), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · When are their next earnings? · Who is this company? Key people, products, competitors?
Peer ranking: #7 of 10 in Construction - Special Trade Contractors