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) | 6 | — | 6 | |
| 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 MSS compares to other companies in your industry (SIC 5411):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | KR — KROGER CO | 128 | |
| 2 | HCWC — HEALTHY CHOICE WELLNESS CORP. | 74 | |
| 3 | GO — Grocery Outlet Holding Corp. | 74 | |
| 4 | NGVC — Natural Grocers by Vitamin Cot | 70 | |
| 5 | ACI — Albertsons Companies, Inc. | 65 | |
| 6 | VLGEA — VILLAGE SUPER MARKET INC | 64 | |
| 7 | MSS — Maison Solutions Inc. (you) | 64 | |
| 8 | IMKTA — INGLES MARKETS INC | 64 | |
| 9 | WMK — WEIS MARKETS INC | 62 | |
| 10 | SFM — Sprouts Farmers Market, Inc. | 61 |
Patterns detected in MSS's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk concentration | 100/100 | 2 |
| risk factor | 100/100 | 35 |
| strategic event | 88/100 | 11 |
| ai adoption | 40/100 | 5 |
| margin pressure | 24/100 | 3 |
| platform shift | 16/100 | 2 |
| backlog growth | 8/100 | 1 |
| growth inflection | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 68 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 21 days |
| Filing Signals | ✓ | 17 types |
IR for AI subscribers receive this report every Monday:
64 AI queries this period · 0 live agent queries · Rank #452 in sector
Top AI platforms: Claude (Anthropic) (6), ChatGPT / GPT (5)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · What's the current stock price?
Peer ranking: #7 of 10 in Retail-Grocery Stores