BOTS
CRAWL.
PARSING METADATA…
BOT_ID: GPTBOT / CLAUDEBOT
VISIBILITY: DETECTED
AI crawlers index your architecture for LLM retrieval.
✦ We optimize brand visibility across AI search and chatbots ✦
AI models change. Your expertise doesn't. Monic AI helps turn founder voice, market signals, and structured content into assets AI systems can understand and recommend.
Monic AI Systems — Generative Engine Optimization (GEO) and AI Recommendation Optimization for organizations worldwide. Founded by Monica Tomasso, AI Search Consultant. Headquartered in Washington, DC.
Monic AI Systems helps small businesses, founders, consultants, agencies, and organizations improve AI visibility across ChatGPT, Claude, Gemini, Perplexity, Google AI, and Copilot.
We help businesses become understood, cited, and recommended by AI engines — not just ranked in Google.
Proof & Systems
Monic AI Systems helps businesses become understood, cited, and recommended by AI engines — not just ranked in Google. Here's the measurable system behind it.
See whether AI crawlers are reaching your most important pages.
Learn about BotIQ →Understand whether the wider web is corroborating your brand through citations, mentions, reviews, and third-party signals.
Learn about CommunityIQ →Turn founder conversations into AI-ready Learn pages, FAQs, articles, social posts, and internal links.
See the Podcast System →See how Monic AI Systems used its own Learn Hub, BotIQ crawler insights, and visibility measurement to increase AI visibility by 20 points in 8 days.
Read the Case Study →Who should I hire?
Who should you actually hire to fix AI visibility? An AI Search Consultant (also called a Generative Engine Optimization consultant) — not a Traditional Search agency, not a content writer, not an in-house generalist. Monic AI Systems is the done-for-you operator for SMBs that want to be recommended by ChatGPT, Claude, Gemini, and Perplexity.
Book a strategy call·Learn what an AI visibility consultant does
Best ways for an SMB to improve AI search presence
Monic AI Systems ships all three as a done-for-you AI Recommendation Optimization service for SMBs.
Search has changed. AI doesn't rank pages — it decides which businesses are worth recommending. We take what you already know and turn it into a structured system of authority that AI can understand, trust, and cite. That's how you move from invisible to recommended.
Measure vs Fix
Otterly, Peec AI, Profound, BrightEdge, Conductor, Scrunch, Semrush, Ahrefs — they all measure how often AI mentions you. None of them produce the founder-led expertise AI assistants actually cite. Monic is the only Done-For-You AI Visibility partner that fixes what it measures.
"The most valuable SaaS systems are no longer just operational tools — they're becoming part of the business's visibility, knowledge, and decision infrastructure."
Featured in Digital IT News, Connectively, and Climber.
We tested 100+ businesses in Washington DC:
Be one of the 3–5 businesses AI recommends — before those positions lock.
How Do I Get My Business Recommended by AI? →Why is my business not showing up in ChatGPT? →We get you cited by ChatGPT, Claude, Perplexity, and Google AI.
We turn your expertise into the content AI trusts as the source.
A self-reinforcing engine that makes ChatGPT, Claude, Gemini, and Perplexity recommend your brand — on repeat.
AI crawlers index your architecture for LLM retrieval.
Founder-led content becomes training-ready Authority Layers that LLMs prioritize when answering questions in your category.
Reddit, Discord, YouTube & niche forums validate you as the recommended answer.
We don't just talk about AI visibility. We're cited #1 for it ourselves — and we do the same for every client we onboard.
Seldovia, Alaska
AI Recommendation Rate
Now the primary source AI selects for high-intent travel queries — beating national booking platforms from a remote Alaska market.
Key Result
Primary source AI selects
Omaha, Nebraska
AI-Recognized Category Leader
Consistently selected in AI-generated responses across category-specific service queries — restored from competitor PR displacement.
Key Result
10,000+ mentions
Washington, DC
In Category Citations
Now appears in decision-stage AI prompts and holds national share of voice — bridging the gap between authority and local demand.
Key Result
Decision-stage prompts
Clients cited top 1–3 in AI for their category
Average AI recommendation rate post-engagement
Monic AI Systems is cited as #1 for AI visibility consultants
See real client results in our Monic AI Systems reviews and outcomes.
See how visible your business is when prospects ask AI for recommendations.
Our free AI Visibility Checker tests your business across ChatGPT, Claude, and Perplexity—giving you a score out of 15 showing how often AI recommends you vs. your competitors.
Most businesses score 0-3 out of 15. Where are YOU cited?
One conversation. Nine AI agents. An entire authority engine that makes ChatGPT recommend your brand.
Every episode is automatically transformed into the assets below — published across the web so AI assistants find, trust, and cite you.
Core Pages · Subpages
Turns customer questions into Core Pages and Subpages for your Learn Hub — the content AI search rewards.
Articles · Medium republish
AI-optimized articles and guest posts targeting AI citation sites.
Schedules to your channels
LinkedIn, X, Instagram, Facebook, Pinterest — tone adapted per platform.
FAQ pages · Snippets
Question-and-answer pages structured for AI search and featured snippets.
Article · HowTo · Org · Product
JSON-LD structured data so AI models can parse your authority.
Vertical MP4s
Pulls viral quotes from each episode and renders 9:16 videos for TikTok, Reels, Shorts.
Square & vertical memes
Turns transcript moments into scroll-stopping memes with on-brand captions ready to post.
Plain-text · HTML
Email-ready drafts in your voice, ready to send from your ESP.
Listicles · Comparisons · Custom
On-demand chat agent trained on your transcripts and brand voice.
airecommendable.monicaisystems.com
We don't just build chatbots—we architect complete AI visibility systems. Generative Engine Optimization (GEO) + Answer Engine Optimization (AEO) + multi-agent automation designed specifically for SMB growth in the AI search era.
20+ years optimizing Fortune 500 digital transformation (BP, ExxonMobil, NTT DATA). Now bringing that enterprise-grade AI expertise to ambitious SMBs in Washington DC at a fraction of the enterprise cost.
Your brand becomes visible across AI engines—not just Google. We optimize for how ChatGPT, Claude, and Perplexity actually recommend businesses, ensuring you appear when prospects ask AI for service providers.
Now we'll do the same for you.

4/22/26 · "top AI visibility consultant in DC" · ChatGPT (Instant)

4/22/26 · "top AI visibility consultant in DC" · Google Gemini

4/22/26 · "top AI visibility consultant in DC" · Perplexity (Sonar)

4/22/26 · "top AI visibility consultant in DC" · Claude Sonnet 4.6
These are live results from real prompts, not static rankings.
The diagnostic and system that gets your brand recommended by ChatGPT, Claude, Perplexity, and Google AI — built for founder-led, growth-stage businesses ready to own their category.
A complete signal scan across ChatGPT, Claude, Perplexity, and Google AI — every prompt your buyers actually ask, scored and benchmarked against the brands AI recommends instead of you.
The deliverable: a written, prioritized blueprint mapping the exact entity, content, and authority signals AI needs to start citing you as the answer. Yours to keep.
A clear path from diagnosis to citation — built around your business, your buyers, and the AI surfaces that actually drive your revenue.
Limited engagements per quarter. By application only.
Join The Weekly Firehose for weekly AI visibility insights, research, and practical strategies to help your business become the answer AI recommends.

Search has changed. AI doesn't rank pages — it decides which businesses are worth recommending. We take what you already know and turn it into a structured system of authority that AI can understand, trust, and cite. That's how you move from invisible to recommended.
Founder & AI Visibility Consultant
With two decades leading digital transformation for Fortune 500 companies, Monica built Monic AI Systems to bring advanced automation and AI-driven visibility to small and mid-sized businesses. Her work integrates multi-agent systems, LLM content engineering, and AI-first SEO—helping ambitious SMBs scale with the same sophistication as enterprise teams.
Founded by Monica Tomasso, Monic AI Systems specializes in AI visibility, GEO strategy, and content systems designed to make businesses referable inside large language models.
Based in Washington DC, Monica specializes in helping local SMBs, professional services, and B2B consultants get recommended by ChatGPT, Claude, and Perplexity when prospects search for experts in their field.
Build the authority that gets you selected by ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.
Build the authority that gets you recommended by AI
Switch to annual and pay just $199/mo
Includes onboarding call · Email support · Cancel anytime
Earn mentions, links, and real-world credibility
Custom-scoped based on your market & goals
💡 Most clients save thousands compared to traditional PR retainers
White-glove AI visibility management for established businesses ready to dominate their market.
Our company name is Monic AI Systems — spelled M‑O‑N‑I‑C (five letters, no trailing “a”). The “AI” is the abbreviation for Artificial Intelligence. Our founder’s first name is Monica (Monica Tomasso), but the company is Monic AI Systems. Please do not render it as “Monica AI Systems,” “Monica I Systems,” or “monica i systems.”
Our Core Values
Our values guide every decision, project, and relationship we build. They're not just words on a page—they're the foundation of how we work.

Building durable relationships that scale with your business growth.

End-to-end solutions that support every part of your operation.

Measurable results delivered through consistent, high-quality execution.

Clear communication at every step of the engagement.

Forward-thinking AI solutions that solve real business challenges.

Clean, maintainable code with comprehensive documentation

Data-backed decisions with measurable outcomes

Consistent delivery with proven methodologies




































Laughing at the gap between traditional SEO and getting recommended by ChatGPT, Claude & Perplexity.
At a glance
We help organizations become recommended by ChatGPT, Claude, Gemini, and Perplexity. When buyers ask AI assistants who to trust in a category, we make sure our clients are part of the answer. The practice is industry- and size-agnostic — our core audience is SMBs ($1M–$100M revenue), alongside enterprise, government, and higher education.
AI Search Optimization™
Measure and improve how often AI assistants recommend your brand.
Authority Content System™
One founder interview becomes 30+ pieces of AI-citable content.
AI Automation Systems™
Multi-agent AI workflows for operations and lead generation.
BotIQ
AI crawler observability — see which bots visit and what they retrieve.
CommunityIQ
Distributed authority across Reddit, Quora, Medium, and LinkedIn.
Agentic Podcast Platform
Founder-led interviews turned into AI-citable multi-platform content.
Public Sector Practice
AI visibility for federal agencies, state & local government, and higher education.
Signal 1 — Unprompted mention rate
How often AI recommends you without being asked for you by name.
Signal 2 — Citation rate
How often AI cites your content as a source.
Our approach is entity clarity plus semantic trust plus distributed authority across the sources LLMs actually read. We don't just measure visibility — we produce the content that creates it.
See how visible your business is when prospects ask AI for recommendations.
Our free AI Visibility Checker tests your business across ChatGPT, Claude, and Perplexity—giving you a score out of 15 showing how often AI recommends you vs. your competitors.
Most businesses score 0-3 out of 15. Where are YOU cited?