What is an AI Search Visibility Audit?

An AI Search Visibility Audit assesses how AI systems understand, describe, and source your organization, where that understanding breaks down, and what your team should prioritize next.

How is this different from an SEO audit?

This audit is not focused on rankings or keyword tactics. It focuses on whether AI systems can correctly interpret your mission, programs, authority, and value.

Which AI systems do you review?

The audit reviews patterns across AI-driven search environments including ChatGPT, Perplexity, and Google AI Overviews.

Do you guarantee AI citations?

No. No one can guarantee AI citations. The audit identifies what is helping or hurting AI interpretation and where to improve representation over time.

What does the deliverable include?

The deliverable includes an executive summary, supporting examples, a prioritized action roadmap, and a live readout.

Who is this audit for?

The audit is for associations, nonprofits, publishers, and mission-driven organizations that need AI systems to represent their work clearly and accurately.

AI Visibility Action Plan

A prioritized roadmap to improve how AI finds, understands, cites, and points people toward your organization.

Find out what AI gets right, misses, or misrepresents, why those gaps exist, and what your team should fix first.

Book a 30 min Action Plan call

What AI may already be getting wrong about your organization...

Who you help

AI may recognize your name while misunderstanding your audiences, clients, members, customers, or communities.

What You Offer

AI may overlook important services, programs, expertise, research, publications, or resources.

Why People Should Trust You

AI may rely on incomplete or weaker sources when your authority and evidence are scattered.

What people should do next

AI may describe your work without directing people toward the right service, program, resource, or next step.

Who is this for?

Built for organizations whose credibility depends on being understood accurately.

Associations and professional societies

Nonprofits and foundations

Publishers, research institutes, and knowledge organizations

Professional services firms

What the Action Plan Evaluates

We examine how AI describes your organization by name and how often it surfaces your organization when people search by need, topic, expertise, service, or location.

AI representation and discovery

Content clarity and authority

We review how clearly your website explains who you are, what you offer, who you serve, and why people should trust you.

Source consistency and trust

We compare your website, profiles, directories, publications, partner references, and third-party sources to identify gaps, contradictions, and competing information.

Machine readability / access

Technical structure, indexing signals, structured data, accessibility, and page hierarchy are reviewed to determine how easily AI systems access and interpret your content.

Priority audience journeys

We assess how AI representation supports key actions, from joining and donating to hiring and contacting your team.

Clarity for Leadership. Direction for Your Team.

Understand how AI represents your organization, where the risks are, and what your team should address first.

Know What to Fix First

The Action Plan turns the findings into a focused roadmap your marketing, content, web, leadership, and outside partners can use.

Learn about

AI representation and discovery gaps
Content clarity, authority, and trust issues
Machine readability and accessibility findings
Cross-source or cross-domain conflicts

Receive

Prioritized recommendations for what to fix first
Impact, effort, urgency, and dependency guidance
A focused 90-day roadmap
High-impact quick wins

Your Action Plan includes the supporting research to understand and defend each decision, including AI prompt results, citation examples, page-level observations, technical findings, and accessibility evidence.

In addition to the Action Plan you get a 60-minute executive readout presentation.

Why not just use an AI tool, SEO platform, or agency?

AI Visibility Tools like Peec AI, Profound, and AI Trust Signals can show whether AI mentions you.

SEO platforms like Semrush, Ahrefs, and Similarweb can show rankings, keywords, traffic, and trends.

Agencies and consultants can help execute content and optimization work.

Your team can run prompts in ChatGPT, Perplexity, Gemini, or Google AI Overviews.

But none of those automatically answer the harder question: Is AI getting your organization right, and what should you fix first?

That is where Cited & Seen is different. We evaluate how AI systems understand, cite, and represent your organization, then turn the findings into a clear, prioritized action plan. Because the goal is not just to appear in AI answers.

The goal is to be represented accurately when you do.

Case Study: AI Knew the Organization. It Still Missed What Mattered Most.

A national professional association appeared credible in AI-generated answers, but its identity, proof, and user pathways were assembled from scattered pages and third-party sources. The Action Plan identified the gaps and prioritized a clearer organizational story, stronger proof, and simpler paths for members, partners, and supporters. Read the full case study