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) | 1 | — | 1 |
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 IOSP compares to other companies in your industry (SIC 2800):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | PRM — Perimeter Solutions, Inc. | 17 | |
| 2 | LOOP — Loop Industries, Inc. | 11 | |
| 3 | ECVT — Ecovyst Inc. | 11 | |
| 4 | ACNT — ASCENT INDUSTRIES CO. | 11 | |
| 5 | BLGO — BIOLARGO, INC. | 10 | |
| 6 | BCPC — BALCHEM CORP | 9 | |
| 7 | NGVT — Ingevity Corp | 7 | |
| 8 | FMC — FMC CORP | 7 | |
| 9 | SOLS — Solstice Advanced Materials In | 6 | |
| 10 | HUN — Huntsman CORP | 5 |
Patterns detected in IOSP's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 51 |
| strategic event | 64/100 | 8 |
| restructuring | 56/100 | 7 |
| risk concentration | 23/100 | 1 |
| margin pressure | 16/100 | 2 |
| ai adoption | 8/100 | 1 |
| capex increase | 8/100 | 1 |
| backlog growth | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 214 |
| Filings Full Text | ✓ | 6 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 19 days |
| Filing Signals | ✓ | 15 types |
IR for AI subscribers receive this report every Monday:
4 AI queries this period · 0 live agent queries · Rank #2649 in sector
Top AI platforms: Claude (Anthropic) (1)
Most-asked: How AI-ready is their investor relations? · Who is this company? Key people, products, competitors? · When are their next earnings?
Peer ranking: #? of 10 in Chemicals & Allied Products