Make Your Business Easier for AI to Understand and Cite.

When a potential customer asks an AI platform for the best provider, software, specialist, alternative, or solution, the platform has to determine:

• What your business is
• What you offer
• Who you serve
• What problems you solve
• Which topics your expertise supports
• Whether reliable sources corroborate the information

If those signals are inconsistent, incomplete, or difficult to verify, your business may be absent from the answer even when you are a strong fit.

Generative Engine Optimization strengthens the information and authority signals that help AI platforms interpret your business with confidence.

GEO is not about finding a shortcut for one model or publishing content written for machines.

It is the work of making your business easier to identify, understand, verify, and cite across the web. That requires a coordinated approach across your website, your content, your technical setup, and the third-party sources that support your credibility.

Google’s guidance for its AI search features emphasizes strong existing SEO fundamentals and useful, people-first content. It also makes clear that there is no special schema markup required for generative AI features, so KNOWN33 treats structured data as one supporting clarity signal rather than a standalone solution.

Brand and entity clarity

We define and strengthen the information that explains who you are, what you do, who you help, and where your expertise belongs.

This includes your organization, products, services, people, categories, terminology, proof points, and the relationships among them.

Canonical business information

Your core business facts should be accurate, consistent, and easy to find.

We identify conflicting, missing, vague, or outdated information across your website and relevant public sources, then establish a clearer source of truth.

AI-readable website structure

We improve the way your most important information is organized across the site.

That can include service architecture, page hierarchy, internal linking, templates, headings, definitions, supporting evidence, and structured data where appropriate. Google recommends JSON-LD as a supported format for eligible structured-data features, but the markup must accurately reflect the visible page content.

Citable authority content

Generative platforms need useful source material to summarize, reference, and compare.

We create and improve high-value pages that explain your services, products, methods, expertise, customer use cases, differentiators, and relevant category questions with specificity and evidence.

External corroboration

AI platforms can draw on information beyond your website. Relevant coverage, citations, references, expert commentary, profiles, and independent mentions can reinforce the facts and expertise associated with your business.

KNOWN33 identifies the third-party authority opportunities that can strengthen your broader GEO foundation.

Your business is more than a collection of keywords and pages.

Generative platforms need to understand the distinct things that make up your company: your organization, leaders, products, services, customers, industry, areas of expertise, and the subjects you should be associated with.

KNOWN33 maps these relationships and turns them into a clearer information system across your site and supporting digital presence.

Your Entity Foundation Can Include

• Organization, product, service, and expert entity mapping
• Clear category and positioning definitions
• Core business facts and approved claims
• Product, service, customer, and use-case relationships
• Information consistency across priority pages and relevant profiles
• Structured data recommendations and implementation support
• Internal linking that reinforces important topic relationships
• Content updates that make expertise, evidence, and differentiation easier to interpret
• Identification of ambiguous, conflicting, or unsupported brand information

The objective is not to chase a single “knowledge graph” placement or promise inclusion in any one AI answer. It is to make the information AI systems encounter about your business more consistent, understandable, and credible.

Thin service pages, generic blog posts, and broad marketing claims rarely give a generative platform much to work with.

KNOWN33 helps create authoritative content that answers meaningful buyer questions and provides clear, supportable information about your business.

Content priorities can include

• Definitive service and solution pages
• Product, feature, and use-case explanations
• Category and terminology guides
• Comparison and alternatives content
• Expert-led articles and points of view
• Customer proof, case studies, and evidence pages
• Original research, benchmarks, and data assets
• Resource hubs that connect related topics clearly
• Content refreshes for pages AI platforms and buyers already encounter

The point is not volume. The point is to build a useful body of information that earns attention from real buyers and gives search systems stronger material to interpret.

01 / Diagnose the Information Gap

We review how your business appears across relevant AI answers, search results, owned content, technical signals, and third-party sources.

We identify where AI platforms may be getting incomplete, inconsistent, weak, or confusing information about your brand and category.

02 / Build the Entity and Content Plan

We prioritize the work that will create the clearest foundation for your business.

Your plan can include entity improvements, website and structural updates, content opportunities, source gaps, citation opportunities, and technical recommendations.

03 / Strengthen the Source Network

We execute the work across the pages and signals that matter most.

That may include improving priority pages, building Authority Content, clarifying technical implementation, and developing credible third-party mentions and citations.

04 / Track and Refine

We monitor how your business appears across priority AI questions, which sources influence answers, and where competitors continue to earn visibility.

Then we use what we learn to refine the next priorities.

Generative visibility is not a single metric. KNOWN33 tracks the signals that help you understand whether your business is earning a stronger place in relevant AI-generated answers.

AI answer appearances

Track where your brand is included across the buyer questions, categories, product comparisons, and provider searches that matter.

Citation and source presence

See which pages and third-party sources are being associated with your business and influencing the answers.

Competitor inclusion

Identify the companies that appear alongside you, the topics where they lead, and the source signals that may be supporting their visibility.

Entity and content opportunities

Maintain a clear view of the information, pages, topics, and supporting sources that still need improvement.

Visibility trends over time

Measure changes in AI visibility as your entity foundation, content, technical structure, and authority signals improve.

KNOWN33 does not promise that a schema update, a single article, or a one-time website change will make a business appear in every AI-generated answer.

Generative platforms are dynamic. Results can vary by question, location, user context, source availability, product category, and changes to the underlying platform.

GEO works best as an ongoing visibility program that improves the quality, clarity, and credibility of the information connected to your business.

Generative Engine Optimization is especially valuable for businesses with complex offerings, long consideration cycles, expertise-led sales, or categories where buyers need help understanding their choices.

Enterprise Technology

Clarify complex platforms, products, integrations, use cases, and differentiators for technical and business buyers.

Financial Services

Strengthen the credibility and clarity that support research-heavy financial decisions.

Healthcare & Life Sciences

Organize expertise, services, evidence, and technical information so patients, providers, and buyers can better understand the offering.

Professional Services

Make your firm’s expertise, specialties, industries, credentials, and points of view easier to discover and evaluate.

B2B & Enterprise

Support decision-makers researching vendors, solutions, providers, partners, alternatives, and category options.