Gutenberg / AI Visibility · SEO · AEO · GEO

AI Visibility

Be the source AI engines cite.

Search is no longer just about where you rank. Gutenberg AI Visibility brings together SEO, AEO and GEO to help your brand get discovered, understood and cited across Google, ChatGPT, Gemini, Perplexity and other AI-powered search experiences.

See how it works

AI Visibility in action · Ask AI: “best AI marketing agency?”

◆ cited: gutenberg perplexity chatgpt gemini

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Higher conversion from AI citations

The Shift

Search is changing.
Visibility has to change with it.

For years, search visibility meant earning a place on a results page. Today, your audience may get the answer before they ever reach the list of links. AI-powered search experiences increasingly summarize, compare and recommend information directly. That means your brand has to do more than rank. It has to be:

  • 01Discoverable.
  • 02Understandable.
  • 03Authoritative.
  • 04Citable.

And that changes what brands need to optimize for.

How AI Visibility Works

Three disciplines. One visibility problem.

SEO, AEO and GEO solve different parts of the same visibility problem.

SEO

Be found.

Build the technical, content and authority foundation that helps search engines discover, understand and rank your brand.

  • Technical SEO
  • Site architecture and indexability
  • Content relevance and authority
  • Search performance
  • Structured data where relevant

AEO

Be the answer.

Structure your expertise so search and answer engines can quickly identify clear, useful responses to the questions your audiences are asking.

  • Answer-first content
  • FAQ and question-led structures
  • Clear passages and definitions
  • Entity consistency
  • Content freshness and accuracy

GEO

Be cited and recommended.

Strengthen the signals that help generative AI systems understand your expertise, connect your brand with your category and reference you when forming answers and recommendations.

  • Entity authority
  • Original research and expertise
  • Distributed brand mentions
  • Third-party citations
  • Earned authority and reputation signals

SEO builds discoverability. AEO builds answerability. GEO builds citation authority. AI Visibility brings them together.

Choose Your Starting Point

Start where you are. Scale as your AI visibility grows.

Whether you need to understand where your brand stands today, build an always-on visibility program or create category-level authority, there is a clear place to begin.

Audit1–2 working days

Visibility Pulse

For: "Where do we even stand in AI search?"

$499 one-time

Audits up to 15 pages · delivers a 10-page recommendation report + a 30-minute walkthrough call

  • Share of Model check across ChatGPT, Perplexity, Gemini, AI Overviews
  • Accuracy check on what AI already says about you
  • Skill-generated report, human-reviewed before delivery
  • 30-minute consultation call to walk through findings and what fixing them would look like
  • Diagnoses what's broken — doesn't fix it yet
Business · RetainerMin. 3 Months

Citation Partner

For: "We need someone actually watching this every month."

$2,999/month

+ $2,500 one-time Foundation Setup, due at signup

Setup: full schema + llms.txt + Source-of-Truth page across up to 10 pages, before month 1 starts.
Then monthly: 10 pages/month maintained + 2 new pages/month + 2 earned-mention placements/month

  • Foundation Setup: schema, llms.txt, entity setup, Source-of-Truth page — built once, correctly, before the retainer clock starts
  • Answer-first rewrites, FAQ/comparison builds
  • 2 earned-mention placements/month — a lighter compounding lever than Command's full PR program
  • Monthly Share of Model Report + quarterly roadmap review
EnterpriseMin. 6 Months

Citation Command

For: "We need a team, not a tier."

from $8,500/month

+ $5,500 one-time Foundation Setup, due at signup

Setup: full schema + llms.txt + Source-of-Truth page across up to 25 pages, before month 1 starts.
Then monthly: 25 pages/month optimized + 5 new pages/month + 1 data study/quarter + 8–10 PR placements/month

  • Foundation Setup at enterprise footprint — built once, correctly, before the retainer clock starts
  • Everything in Citation Partner, at volume
  • Quarterly original data study, published as a citable asset
  • Full PR / earned-mention program + executive quarterly review

Page and unit caps are the scoped ceiling per package — need more? We flex the retainer, not the fine print.

Visibility Pulse's fee credits (50% cap) toward the Foundation Setup fee when you move into Citation Partner or Command. Setup is billed once, up front, and completed before month 1 begins — so month 1 is never split between building the foundation and delivering the retainer, and margin isn't quietly absorbing setup labor. This builds like equity, not an ad — Citation Partner's 3-month minimum exists because compounding effects typically show up in month 2–3, not week one; leaving right before that point is the single most common reason a client concludes "it didn't work" when it just hadn't started yet.

One System

AI Visibility isn't built by one discipline.

Getting a brand into AI-generated answers is not simply a technical optimization exercise. AI systems form their understanding from signals across your own digital ecosystem, the content you publish and the authority you build beyond your website. That is why Gutenberg brings Digital, Content and PR together as one AI Visibility system.

Digital

Make the brand discoverable and machine-understandable.

  • Technical SEO
  • Site and content architecture
  • Search performance
  • Structured data where relevant
  • Analytics and attribution
  • AI visibility monitoring

Content

Create information worth retrieving and citing.

  • Answer-first content
  • Expert-led thought leadership
  • FAQs and comparison content
  • Original research
  • Authoritative topic coverage
  • Citable knowledge assets

PR

Build authority beyond your own website.

  • Earned media
  • Executive commentary
  • Third-party mentions
  • Podcasts and expert appearances
  • Industry authority
  • Independent validation
Digital Content PR One AI Visibility System

The AI Visibility Glossary

AI search has a
new vocabulary.
We translate it.

The language of search is changing almost as quickly as search itself. The Gutenberg AI Visibility Glossary breaks down the terms marketers need to understand, without the jargon.

Explore the AI Visibility Glossary
AEOGEOShare of ModelCitation accuracyEntity authorityAI OverviewsZero-click reachllms.txtSource-of-Truth pageAnswer-first content

Measuring AI Visibility

Rankings still matter. But they're no longer the whole picture.

Traditional search metrics remain important. But when audiences increasingly encounter brands inside AI-generated answers, marketers need another layer of measurement. We track how your brand appears, how often it appears and whether AI is representing it accurately.

Share of Model

How often your brand appears across relevant AI conversations compared with competitors.

Zero-click reach

Visibility your brand earns even when the audience receives the answer without visiting your website.

AI-referral conversion

The quality and conversion behaviour of audiences arriving through AI-powered discovery.

Citation accuracy

Whether AI systems are describing your brand, expertise and offering correctly.

From the Gutenberg AI Visibility Lab

Search is changing faster than the playbook. We're documenting what actually matters.

The Gutenberg AI Visibility Lab brings together research, experiments, practical guides and point of view on how brands build visibility across traditional and AI-powered search.

SEO, AEO and GEOAI search behaviourContent and citation authorityAI visibility measurementOriginal research and benchmarksGutenberg experiments and learnings
Explainer

Why AEO/GEO Needs Digital, Content, and PR Working as One

AI visibility depends on more than great content. See how digital, content, and PR work together to build authority, earn citations, and strengthen AI search visibility.

 Point of view

How PR and Thought Leadership Unlock Stronger AEO and GEO Performance

AI search is changing how brands build authority, earn citations, and strengthen visibility across AI-generated answers and search experiences.

 Practical of view

How AI Search Is Rewriting the Rules for Enterprise Brand Visibility in 2026

AI search is changing how enterprise brands drive discovery, earn citations, and measure visibility across AI-generated answers and search experiences.
Explore the AI Visibility Lab

The Honest Answers

AI Visibility, without the jargon.

It isn't a replacement for SEO. SEO remains the foundation for making your website discoverable, relevant and accessible to search engines. AI Visibility expands that work across AEO and GEO, helping brands structure information for answer-led experiences while building the broader authority signals that influence how generative AI systems understand and reference them.

In most cases, yes, but not necessarily in equal measure. Your starting point depends on your existing search performance, content architecture, brand authority and how AI platforms currently represent you. That is exactly what the Visibility Pulse is designed to diagnose.

No credible partner can guarantee an AI citation. AI platforms, retrieval systems and source preferences continue to evolve. What we can do is systematically improve the factors within your control, measure your visibility across a defined set of commercially relevant prompts and report how your position changes over time.

The Visibility Pulse gives you an initial view of where you stand quickly. Improving AI Visibility is different. Some technical and content changes can influence discoverability relatively quickly, while authority and citation signals typically build over time. This is a compounding program, not a one-week campaign.

Start by understanding what AI already sees. Visibility Pulse benchmarks how your brand currently appears across major AI and search environments, identifies gaps and gives you a prioritized view of what needs to change.

Because AI systems do not form their understanding of a company from one webpage. Technical discoverability matters. The quality and structure of your content matter. And what credible third parties say about your brand matters. AI Visibility works when those signals reinforce one another.

Being cited is the new ranking

Ready to see how AI
sees your brand?

Ranking gets you found. Citation gets you into the answer. Find out if AI is recommending you or your competitor — benchmark your current visibility across major AI-powered search experiences and understand what needs to change.