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) | 1 | — | 1 |
When someone asks an AI about your company, these are the data points it retrieves:
How MLGO compares to other companies in your industry (SIC 7371):
| Rank | Company | AI Queries | |
|---|---|---|---|
| 1 | CYCU — Cycurion, Inc. | 21 | |
| 2 | YQAI — YOUNEEQAI TECHNICAL SERVICES, | 20 | |
| 3 | LZMH — LZ Technology Holdings Ltd | 20 | |
| 4 | FORTY — FORMULA SYSTEMS (1985) LTD | 20 | |
| 5 | DAVA — Endava plc | 20 | |
| 6 | ZS — Zscaler, Inc. | 18 | |
| 7 | XTIA — XTI Aerospace, Inc. | 17 | |
| 8 | SBIG — SpringBig Holdings, Inc. | 17 | |
| 9 | LDXC — Londax Corp. | 17 | |
| 10 | GDLG — Glidelogic Corp. | 17 |
Patterns detected in MLGO's latest 10-K — extracted from actual text, not AI interpretation.
| Signal | Strength | Mentions in Filing |
|---|---|---|
| risk concentration | 100/100 | 3 |
| risk factor | 100/100 | 99 |
| strategic event | 88/100 | 11 |
| platform shift | 42/100 | 4 |
| backlog growth | 16/100 | 2 |
| growth inflection | 16/100 | 2 |
| ai adoption | 8/100 | 1 |
| restructuring | 8/100 | 1 |
| Data Type | Status | Count |
|---|---|---|
| SEC Filings Indexed | ✓ | 77 |
| Filings Full Text | ✓ | 10 |
| Earnings Transcripts | ✗ | 0 |
| Extracted Facts | ✗ | 0 |
| Stock Quotes | ✓ | 5 days |
| Filing Signals | ✓ | 24 types |
IR for AI subscribers receive this report every Monday:
12 AI queries this period · 0 live agent queries · Rank #6391 in sector
Top AI platforms: ChatGPT / GPT (11), Claude (Anthropic) (1)
Most-asked: How AI-ready is their investor relations? · What's the current stock price? · Who is this company? Key people, products, competitors?
Peer ranking: #? of 10 in Services-Computer Programming Services