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 | 28 | — | 28 | |
| Claude (Anthropic) | 16 | — | 16 |
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 LGPS compares to other companies in your industry (SIC 1531):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | DHI — HORTON D R INC /DE/ | 159 | |
| 2 | DFH — Dream Finders Homes, Inc. | 141 | |
| 3 | HOV — HOVNANIAN ENTERPRISES INC | 140 | |
| 4 | ECG — Everus Construction Group, Inc | 137 | |
| 5 | DREM — Dream Homes & Development Corp | 137 | |
| 6 | TPH — Tri Pointe Homes, Inc. | 136 | |
| 7 | GRBK — Green Brick Partners, Inc. | 134 | |
| 8 | TOL — Toll Brothers, Inc. | 133 | |
| 9 | SDHC — Smith Douglas Homes Corp. | 131 | |
| 10 | KBH — KB HOME | 130 |
Patterns detected in LGPS's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk concentration | 100/100 | 3 |
| risk factor | 100/100 | 31 |
| platform shift | 50/100 | 5 |
| strategic event | 39/100 | 3 |
| backlog growth | 16/100 | 2 |
| margin pressure | 16/100 | 2 |
| ai adoption | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 13 |
| Filings Full Text | ✓ | 2 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 27 days |
| Filing Signals | ✓ | 7 types |
IR for AI subscribers receive this report every Monday:
86 AI queries this period · 0 live agent queries · Rank #6143 in sector
Top AI platforms: ChatGPT / GPT (28), Claude (Anthropic) (16)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #? of 10 in Operative Builders