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 LSF compares to other companies in your industry (SIC 2000):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | MDLZ — Mondelez International, Inc. | 153 | |
| 2 | BYND — BEYOND MEAT, INC. | 151 | |
| 3 | FLO — FLOWERS FOODS INC | 142 | |
| 4 | BGS — B&G Foods, Inc. | 130 | |
| 5 | CAG — CONAGRA BRANDS INC. | 125 | |
| 6 | BRBR — BELLRING BRANDS, INC. | 125 | |
| 7 | VITL — Vital Farms, Inc. | 124 | |
| 8 | OFRM — Once Upon a Farm, PBC | 123 | |
| 9 | BOF — BranchOut Food Inc. | 121 | |
| 10 | HAIN — HAIN CELESTIAL GROUP INC | 114 |
Patterns detected in LSF's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 42 |
| strategic event | 100/100 | 15 |
| ai adoption | 64/100 | 8 |
| risk concentration | 37/100 | 4 |
| margin pressure | 24/100 | 3 |
| capex increase | 16/100 | 2 |
| backlog growth | 8/100 | 1 |
| platform shift | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 102 |
| Filings Full Text | ✓ | 9 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 22 days |
| Filing Signals | ✓ | 31 types |
IR for AI subscribers receive this report every Monday:
99 AI queries this period · 0 live agent queries · Rank #2077 in sector
Top AI platforms: ChatGPT / GPT (22), Claude (Anthropic) (16)
Most-asked: How AI-ready is their investor relations? · Show me their SEC filings · Company overview / identity
Peer ranking: #? of 10 in Food and Kindred Products