About
Why Cited and Seen Exists
Mission-driven organizations already produce valuable expertise. The problem is that AI systems do not automatically preserve that expertise faithfully.
They summarize. compress. infer. substitute. and sometimes get it wrong.
Cited & Seen was built to help organizations respond to that reality with more clarity and less hype. We help teams understand how AI systems currently interpret their organization, where representation risk lives, and what changes will actually improve trust, clarity, and source selection.
This is not about chasing every AI trend. It is about helping your organization be understood correctly in the moments that now shape decisions.
What we do
We help mission-driven organizations improve how AI systems understand, cite, and represent their work.
That includes:
• Diagnosing how AI currently describes and sources the organization
• Identifying where clarity, trust, and structure break down
• Giving teams practical frameworks to improve source-of-truth content
• Building internal capability so this does not live forever outside the organization
What we improve
We improve the signals AI relies on to interpret and trust your organization, including:
• Source-of-truth page clarity
• Mission, audience, and offering language
• Content structure and hierarchy
• Trust and authority signals
• Schema and machine-readable context where it matters
• Governance patterns that make your content more consistent over time
The goal is stronger understanding.
What we measure
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.
We do not control any AI platform’s algorithm, and we do not guarantee citation frequency, rankings, or traffic outcomes. What we do provide is:
Clearer diagnosis of what AI is doing today
Smarter way to prioritize your response
Practical path your team can own
Sharper understanding of when outside support is actually needed
Hi, I'm Missy Ramey, founder
About Cited & Seen
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.
That is why Cited & Seen exists.
How We’re different
Many agencies are built to optimize on your behalf. Cited & Seen is built to help your team understand the system, make better strategic decisions, and reduce long-term dependence on outside vendors.
That means our work is especially well-suited to organizations that:
• Have strong expertise but weak AI representation
• Need internal alignment before jumping into tactics
• Want to build capability, not just buy execution
• Care about mission accuracy as much as discoverability
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!
Built on years of work in publishing, licensing, content strategy, and digital transformation.
Built on years of work in publishing, licensing, content strategy, and digital transformation.
Companies with whom I have worked:
Gavin Sharrock, Wiley colleague
“…benefited immensely from her strategic outlook and ability to quickly understand and distill down a variety of complex offerings to the market. She was a pleasure to work with.”
Kimberly Retzlaff, AWWA colleague
"Missy is a marketing phenom, a skilled leader, and an all around fun person to work with...She is technically savvy and a creative problem-solver."
Lynn Zingraf, manager @WileyÂ
"Anyone who has the opportunity to hire or work with Missy should take that opportunity without question. I highly recommend her."
FAQs About Cited & Seen Products & Services
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How I use AI at Cited and Seen
AI Tools I use:
- Video editing and transcription: Descript.ai
- Slide creation: Gamma.ai
- Website platform and delivery: Kajabi (some ai capabilities)
- Writing support: ChatGPT, Gemini, Copilot, Claude, and similar tools. These tools do not write my content for me. They help me edit, iterate, and refine.
I am always testing new platforms to understand their capabilities and limitations. This disclosure will be updated if my usage meaningfully changes.
