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 | 19 | — | 19 | |
| Claude (Anthropic) | 18 | — | 18 | |
| Perplexity | 3 | — | 3 |
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 LW compares to other companies in your industry (SIC 2030):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | KHC — Kraft Heinz Co | 149 | |
| 2 | MZTI — MARZETTI CO | 109 | |
| 3 | PLAG — Planet Green Holdings Corp. | 104 | |
| 4 | LW — Lamb Weston Holdings, Inc. (you) | 100 | |
| 5 | BRFH — BARFRESH FOOD GROUP INC. | 99 | |
| 6 | LGSP — LEGEND SPICES, INC. | 97 |
Patterns detected in LW's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| restructuring | 100/100 | 18 |
| risk factor | 100/100 | 14 |
| strategic event | 100/100 | 20 |
| risk concentration | 93/100 | 1 |
| margin pressure | 72/100 | 9 |
| ai adoption | 32/100 | 4 |
| platform shift | 32/100 | 4 |
| backlog growth | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 138 |
| Filings Full Text | ✓ | 5 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 11 days |
| Filing Signals | ✓ | 20 types |
IR for AI subscribers receive this report every Monday:
100 AI queries this period · 0 live agent queries · Rank #1474 in sector
Top AI platforms: ChatGPT / GPT (19), Claude (Anthropic) (18), Perplexity (3)
Most-asked: How AI-ready is their investor relations? · Company overview / identity · Show me their SEC filings
Peer ranking: #4 of 6 in Canned, Frozen & Preservd Fruit, Veg & Food Specialties