AI Visibility Research & Consulting for Government
Citizens, researchers, and vendors increasingly ask AI assistants before they visit an agency website. Monic AI Systems LLC, a Washington, DC-based woman-owned small business, measures how federal, state, and local government organizations are represented, cited, and recommended by AI systems.
Monic AI Systems LLC is an SBA Certified Woman-Owned Small Business (WOSB) providing AI visibility, AI search optimization, AI recommendation readiness, monitoring, reporting, and strategic consulting services to federal, state, local government, and higher education organizations.
Public data only. Documented security controls.
We analyze open-source intelligence (OSINT) — what AI assistants already say publicly. No classified data, CUI, or PII. TLS 1.2+ in transit, AES-256 at rest, row-level security, US-only data residency. SOC 2 Type II in progress; ISO/IEC 27001 planned 2026–2027; FedRAMP/StateRAMP path under evaluation.
Trust, security & compliance →Why Agencies Work With Monic AI Systems
See why AI-mediated discovery matters for the public sector for the full case.
- SBA Certified Woman-Owned Small Business (WOSB)
- Specialized in AI Visibility and Large Language Model Search Optimization
- AI monitoring and reporting platform
- Human-reviewed recommendations
- Experience supporting organizations seeking greater visibility across ChatGPT, Claude, Gemini, Perplexity, Google AI, and Microsoft Copilot
Published Research
2026 Federal Agency AI Presence Report
Measures AI visibility across 30 federal agencies using a proprietary two-signal methodology across ChatGPT, Claude, Perplexity, and Gemini.
View Report2026 State & Local Government AI Presence Report
Measures AI visibility across 170 entities — states, cities, counties, transit, K-12, higher ed, hospitals, and ports — across all 50 states.
View ReportCore Capabilities
AI Visibility & LLM Measurement
Quantifies how organizations appear in ChatGPT, Claude, Perplexity, and Gemini using neutral and targeted prompt testing.
Generative Engine Optimization (GEO)
Increases the likelihood AI systems surface and cite an organization without direct prompting.
AI Presence Research & Reporting
Original published research quantifying AI visibility across government agencies, contractors, and institutions.
Marketing & Digital Strategy
Integrated marketing communications, content strategy, and digital planning.
Data & AI Strategy Consulting
AI readiness assessment, adoption planning, and AI-driven procurement intelligence.
Government Contractor AI Visibility
AI presence assessment for defense and government contractors within AI-mediated procurement environments.
Entity Credentials
- CAGE Code
- 21U09
- Unique Entity ID (UEI)
- SP3RPDPVC5P9
- Business Type
- Woman-Owned Small Business (WOSB)
- SAM.gov Status
- Active Registration
- Registration Expires
- June 23, 2027
- Headquarters
- Washington, DC
- Founded
- July 2025
NAICS Codes
| Code | Description |
|---|---|
| 541511 | Custom Computer Programming Services |
| 541512 | Computer Systems Design Services |
| 541519 | Other Computer Related Services |
| 541613 | Marketing Consulting Services |
| 541690 | Other Scientific and Technical Consulting Services |