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) | 8 | — | 8 | |
| 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 MWA compares to other companies in your industry (SIC 3490):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | PH — Parker-Hannifin Corp | 65 | |
| 2 | WTS — WATTS WATER TECHNOLOGIES INC | 42 | |
| 3 | HLIO — HELIOS TECHNOLOGIES, INC. | 40 | |
| 4 | MWA — Mueller Water Products, Inc. (you) | 39 | |
| 5 | CXT — Crane NXT, Co. | 31 | |
| 6 | AREB — AMERICAN REBEL HOLDINGS INC | 30 | |
| 7 | AIOS — AIOS Tech Inc. | 28 | |
| 8 | ZKIN — ZK International Group Co., Lt | 27 | |
| 9 | HIHO — HIGHWAY HOLDINGS LTD | 24 | |
| 10 | CR — Crane Co | 24 |
Patterns detected in MWA's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| ai adoption | 100/100 | 13 |
| strategic event | 100/100 | 16 |
| risk factor | 100/100 | 83 |
| risk concentration | 90/100 | 5 |
| platform shift | 56/100 | 7 |
| margin pressure | 40/100 | 5 |
| growth inflection | 13/100 | 1 |
| capex increase | 13/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 243 |
| Filings Full Text | ✓ | 4 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 14 days |
| Filing Signals | ✓ | 20 types |
IR for AI subscribers receive this report every Monday:
39 AI queries this period · 0 live agent queries · Rank #2131 in sector
Top AI platforms: Claude (Anthropic) (8), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #4 of 10 in Miscellaneous Fabricated Metal Products