Capability Statement
Monic AI Systems LLC
- SBA Certified Woman-Owned Small Business (WOSB)
- Active SAM.gov Registration
- CAGE Code: 21U09
- UEI: SP3RPDPVC5P9
- NAICS: 541511, 541512, 541519, 541613, 541690
AI Visibility, Generative Engine Optimization & Data-Driven Strategy Consulting
Washington, DC · SBA Certified Woman-Owned Small Business · Founded July 2025
Core Capabilities
AI Recommendation Optimization
Measurement and optimization of organizational visibility within AI systems (ChatGPT, Claude, Perplexity, Gemini) using a proprietary two-signal methodology combining unprompted mention rate and citation rate across neutral and targeted prompts.
Government Contractor AI Visibility
Assessment of AI presence and citation patterns for defense and government contractors (e.g., Booz Allen Hamilton, Leidos, CACI) within AI-mediated procurement research and discovery.
Generative Engine Optimization (GEO) & AI Recommendation Readiness
Optimization of content, structured data, and digital presence to increase the likelihood that AI systems surface, cite, and recommend an organization without direct prompting.
AI Presence Research & Reporting
Publisher of the 2026 Federal Agency AI Presence Report and the 2026 State & Local Government AI Presence Report, quantifying AI visibility across 200+ government entities.
Marketing Consulting & Strategy
Integrated marketing communications, digital strategy, and content marketing planning and execution.
Data & AI Strategy Consulting
Assessment of AI readiness, AI adoption planning, and AI-driven procurement intelligence for public and private sector organizations.
Differentiators
- •Only identified firm measuring AI presence specifically for government agencies and contractors
- •Proprietary two-signal methodology: neutral and targeted prompts tested across four major AI platforms
- •Findings grounded in published, quantitative research rather than theoretical frameworks
- •Washington, DC headquarters, positioned near federal agencies and prime contractors
- •Certified woman-owned small business
Past Performance
Research Experience
- •2026 Federal Agency AI Presence Report
- •2026 State & Local Government AI Presence Report
Proposal Experience
- •Higher Education Marketing RFP
- •Local Government Marketing RFP
Commercial Experience
- •B2B SaaS
- •Professional Services
- •Home Services
- •Ecommerce
Founder Experience
- •20+ years marketing and communications
- •Fortune 500 digital transformation
- •ExxonMobil
- •bp
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 |
Contact
Monica Tomasso, Founder — AI Visibility Expert
Monic AI Systems LLC · Washington, DC
Email: monica.tomasso@monicaisystems.com
Web: monicaisystems.com