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 LMB compares to other companies in your industry (SIC 1700):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | RHNO — RHINO BITCOIN INC. | 36 | |
| 2 | LMB — Limbach Holdings, Inc. (you) | 33 | |
| 3 | AGX — ARGAN INC | 32 | |
| 4 | ONAR — Onar Holding Corp | 31 | |
| 5 | MTRX — MATRIX SERVICE CO | 30 | |
| 6 | LGN — Legence Corp. | 30 | |
| 7 | PTOS — P2 Solar, Inc. | 29 | |
| 8 | SUNE — SUNation Energy, Inc. | 28 | |
| 9 | MSW — Ming Shing Group Holdings Ltd | 28 | |
| 10 | BLD — TopBuild Corp | 28 |
Patterns detected in LMB's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 102 |
| strategic event | 100/100 | 27 |
| ai adoption | 100/100 | 26 |
| margin pressure | 88/100 | 11 |
| restructuring | 40/100 | 5 |
| growth inflection | 32/100 | 4 |
| risk concentration | 24/100 | 3 |
| backlog growth | 21/100 | 2 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 203 |
| Filings Full Text | ✓ | 10 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 23 days |
| Filing Signals | ✓ | 29 types |
IR for AI subscribers receive this report every Monday:
33 AI queries this period · 0 live agent queries · Rank #2182 in sector
Top AI platforms: Claude (Anthropic) (7), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · What's the current stock price? · Who is this company? Key people, products, competitors?
Peer ranking: #2 of 10 in Construction - Special Trade Contractors