Why Cited and Seen
Cited & Seen helps organizations improve how AI systems understand, cite, and represent their work.
Through education, the AI Visibility Action Plan, and implementation support, we identify the content, clarity, trust, authority, and technical gaps that cause organizations to be misunderstood, skipped, or represented inaccurately.
Unlike tools that only track mentions or citations, Cited & Seen examines why AI systems interpret your organization the way they do, what needs to change, and what your team should fix first.
The result is a practical roadmap to help AI tell the right story about your organization and guide people toward the right next step.
What we do
We help organizations improve how AI systems understand, cite, and represent their work.
We provide:
A clearer diagnosis of what AI is doing today
A smarter way to prioritize your response
A practical path your team can own so you aren't committed to consultants forever.
We do not guarantee citation frequency, rankings, or traffic outcomes.
We look at real queries across major AI systems and document:
How your organization is described
Whether it is cited directly
Where third-party sources are substituting for your own content
Where AI appears confident, vague, or wrong
Whether changes improve clarity and representation over time
This keeps the work grounded in observable behavior, not abstract promises.
About
My name is Melissa "Missy" Ramey
I’ve spent my career at the intersection of publishing, digital transformation, content strategy, and complex go-to-market work. My strength is translating complicated systems into clear strategic action for organizations that need practical answers.
As AI becomes a public interpretation layer between organizations and the people they serve, mission-driven teams need more than visibility. They need to know whether AI understands their work accurately, where that understanding breaks down, and what to improve without turning this into a permanent consultant dependency.
Let's Talk!
Have a question about AI search visibility or content strategy?
Want to explore how we might work together?
Send a note, and we'll schedule a time to talk.
I look forward to hearing from you!
FAQs About Cited & Seen Products & Services
1. What is Cited and Seen?
Cited & Seen is a strategic advisory and education company that helps mission-driven organizations improve how AI systems understand, cite, and represent their work.
2. What makes Cited and Seen different from SEO agencies or AI consultants?
We are not a generic SEO agency and we are not selling automation hype. Our work focuses specifically on AI interpretation, source selection, trust signals, and representation risk while helping internal teams build capability instead of outsourcing the problem indefinitely.
3. Do we need technical or developer support to work with Cited and Seen?
Not always. Many of the most important improvements involve clearer language, stronger source-of-truth pages, better structure, and better prioritization. Where technical help is useful, we help you understand exactly what it is and why it matters.