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 | 11 | — | 11 | |
| Claude (Anthropic) | 9 | — | 9 |
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 MCHX compares to other companies in your industry (SIC 7372):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | ADBE — ADOBE INC. | 83 | |
| 2 | SNOW — Snowflake Inc. | 81 | |
| 3 | ACIW — ACI WORLDWIDE, INC. | 79 | |
| 4 | MSFT — MICROSOFT CORP | 75 | |
| 5 | INTU — INTUIT INC. | 74 | |
| 6 | APPN — APPIAN CORP | 73 | |
| 7 | AWRE — AWARE INC /MA/ | 68 | |
| 8 | PLTR — Palantir Technologies Inc. | 67 | |
| 9 | AEYE — AUDIOEYE INC | 67 | |
| 10 | SKIL — Skillsoft Corp. | 65 |
Patterns detected in MCHX's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk factor | 100/100 | 40 |
| ai adoption | 88/100 | 11 |
| strategic event | 40/100 | 5 |
| platform shift | 24/100 | 3 |
| risk concentration | 16/100 | 2 |
| growth inflection | 16/100 | 2 |
| margin pressure | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 307 |
| Filings Full Text | ✓ | 8 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 23 days |
| Filing Signals | ✓ | 20 types |
IR for AI subscribers receive this report every Monday:
33 AI queries this period · 0 live agent queries · Rank #3896 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (9)
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 Services-Prepackaged Software