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 | 22 | — | 19 | |
| 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 TMHC compares to other companies in your industry (SIC 1531):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | DHI — HORTON D R INC /DE/ | 130 | |
| 2 | DFH — Dream Finders Homes, Inc. | 115 | |
| 3 | HOV — HOVNANIAN ENTERPRISES INC | 108 | |
| 4 | KBH — KB HOME | 106 | |
| 5 | ECG — Everus Construction Group, Inc | 106 | |
| 6 | TPH — Tri Pointe Homes, Inc. | 104 | |
| 7 | GRBK — Green Brick Partners, Inc. | 104 | |
| 8 | UHG — United Homes Group, Inc. | 103 | |
| 9 | LGIH — LGI Homes, Inc. | 103 | |
| 10 | TOL — Toll Brothers, Inc. | 101 |
Patterns detected in TMHC's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 54 |
| strategic event | 100/100 | 143 |
| ai adoption | 88/100 | 11 |
| margin pressure | 24/100 | 3 |
| platform shift | 23/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 239 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 4 days |
| Filing Signals | ✓ | 13 types |
IR for AI subscribers receive this report every Monday:
93 AI queries this period · 0 live agent queries · Rank #2299 in sector
Top AI platforms: ChatGPT / GPT (22), 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