Know how AI represents your organization before it decides for you.
AI systems are shaping how your work is found, cited, and understood. Cited & Seen helps mission-driven organizations better understand that reality and build the trust signals and internal capability to change it.
Request an Audit ReviewOur audit reveals how AI search systems currently see, describe, and source your organization and where they substitute other sources instead.
It flags visibility gaps, misrepresentation, and weak trust signals that put donations, membership, and program discovery at risk, and delivers a prioritized, board-ready action plan for executive alignment.
Delivered in 3–4 weeks with a 60-minute readout.
- See whether AI would recommend, ignore, or misrepresent your organization
- Identify gaps that put donations, membership, and program discovery at risk
- Walk into leadership conversations with evidence, not assumptions
- Prioritize fixes with an effort/impact roadmap and clear next steps
What better AI representation actually changes...
Stronger decision moments
Your programs, resources, and expertise show up more clearly when people ask where to join, donate, volunteer, attend, or learn.
More control over your public narrative
AI is increasingly summarizing organizations before people ever visit a website. When your content is clearer and more trustworthy, your organization is less likely to be flattened into something generic or wrong.
Lower risk of mission distortion
If AI cannot clearly understand your mission, audience, or authority, it fills the gaps. Better source-of-truth content reduces the risk of bad summaries, weak comparisons, and misplaced recommendations.
Greater internal confidence
Your team gets a practical framework for understanding what AI is doing, what matters most, and what to improve first without turning this into a technical panic project.
Why Cited & Seen is different
Cited & Seen optimizes for accurate AI representation
Most firms optimize for visibility. They focus on helping you show up. Cited & Seen optimizes for accurate AI representation. We focus on helping AI understand, source, and describe your organization correctly.
Cited & Seen helps your team build internal capability
Most firms work as outsourced executors. You hire them to manage the problem for you. Cited & Seen helps your team build internal capability. We give your team the diagnostic clarity, strategic guidance, and practical frameworks to manage this with more confidence and less long-term dependency.
Cited & Seen leads with interpretation risk
Most firms lead with tactics. Schema. content tweaks. technical fixes. reporting. Cited & Seen leads with interpretation risk. Before tactics, we look at how AI currently understands your organization, where that understanding breaks down, and which changes actually matter.
The Foundation
Self-Paced Course
Best for: Individual leaders and teams who want to build internal AI visibility capability.
A complete video curriculum with templates and checklists to help you understand how AI search selects sources, then apply improvements across your content, key pages, and trust signals at your own pace. Launching soon!
About the Course
The Accelerator
Live Cohort
Best for: Department teams and directors who want guided execution and faster progress.
Full course plus weekly live office hours to help your team apply AI search best practices, unblock decisions, and move from insight to action without hiring a consultant.
Book a Call
The Assessment
AI Search Visibility Audit
Best for: Mission-driven organizations that need a baseline, a diagnosis, and a focused roadmap
A one-time strategic diagnostic showing how major AI systems describe, cite, and substitute your organization, where the biggest representation risks live, and what your team should do next.
Learn about the Audit
Why Does This Matter across your organization?
For marketing and communications leaders:
This is not just about being found. It is about whether AI understands your organization well enough to describe it accurately. That affects credibility, discoverability, and message control.
For membership and program teams:
AI answers increasingly shape where people join, attend, participate, and seek help. If those answers are vague or wrong, your best programs become harder to choose.
For executives and leaders:
AI is becoming a public interpretation layer between your organization and the people you serve. You need a grounded way to assess that risk, explain it internally, and respond without hype.
AI visibility is not the goal.
Accurate AI representation is.
Showing up in an AI answer is not enough. If AI cites your organization with the wrong framing, incomplete context, or a weak summary, visibility can amplify the wrong story.
What matters now is whether AI can clearly understand who you are, what you do, who you serve, and why your organization should be trusted.
What is AI Search Visibility? AI search visibility means your content is clear, structured, and credible enough that generative engines like ChatGPT, Google AI Overviews, Gemini, and Perplexity select and cite it when answering real questions. Note: - AI Search Visibility is our umbrella term for helping organizations show up clearly across traditional search, AI-generated results, and direct-answer systems. That includes SEO, GEO, and AEO.
