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Generative Engine Optimization (GEO) Services

Our Generative Engine Optimization (GEO) services shape how ChatGPT, Perplexity, Gemini, and other AI systems describe your brand—moving beyond rankings to authoritative answers.

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A WHOLE NEW WORLD

The way the world finds information has changed. Your stakeholders are no longer just clicking blue links on Google; they are asking complex questions to AI models like ChatGPT, Claude, and Google Gemini.

These “Answer Engines” don’t just list websites—they construct sentences based on the facts they trust.

If your brand’s data is unstructured, missing from the Knowledge Graph, or contradicted by negative news, AI will hallucinate, omit you, or parrot your critics.

Generative Engine Optimization (GEO) is the technical process of aligning your digital footprint with the Retrieval-Augmented Generation (RAG) systems that power modern AI.

The AI Audit

The AI Audit: We test key prompts across major LLMs (Large Language Models) to see if they cite your brand accurately, neutrally, or negatively.

Entity Management

AI models rely on “Entities” (People, Organizations, Concepts). We use Wikidata and Schema.org to define your brand as a distinct, verified entity in the Knowledge Graph.

Citation Engineering

AI trusts authoritative sources. We secure mentions in the specific high-trust databases and publications that LLMs use to verify facts (RAG), ensuring the AI has “positive evidence” to cite.

Included in AI / GEO Campaigns

What Our GEO Service Includes

AI Sentiment Analysis:

Benchmarking your brand across ChatGPT, Gemini, Perplexity, and Claude.

Wikipedia editing package development

Knowledge Graph Optimization

Connecting your brand to relevant topics to ensure you appear in “Best of” and comparison queries.

Wikidata & Source Management:

Editing the underlying data layers that feed Knowledge Panels and AI answers.

Notability Analysis

Structured Data Implementation

Rewriting key corporate bios and “About” pages to be machine-readable for AI scrapers.

Wikipedia Notability Analysis

Competitor Displacement

Ensuring your brand is mentioned alongside (or above) competitors in AI-generated lists.

Client
Testimonials

Read what our clients say about Reputation X services.

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Rosemary Plorin President, Lovell Communications

You will be glad to have Reputation X as a strategic partner.

Ralph Serrano President, Safe Harbor Capital

Reputation X has done an excellent job for our company. They deleted nearly all negative online content placed by a very active detractor and pushed down the rest.

Pamela Johnston President, Cloud 12

Really smart people. That’s why Reputation X is one of our most important partners.

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Merrill Lynch Sr. Executive

There is no doubt in my mind that Reputation X is the #1 company for online reputation management.

Brodie Tyler President, Revenue Jump

Not only is [Reputation X] a great company, and they provide great services, their people are also great! I would have no qualms about referring them to any of our clients.

Patrick L. Medical Professional

Reputation X was, in one word, a blessing.

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Generative Engine Optimization (GEO) FAQs

Here are the most frequent questions and answers about GEO

What is the difference between SEO and GEO?

SEO optimizes for position (ranking #1 on a list). GEO optimizes for inclusion (being cited in the single answer generated by AI). SEO targets keywords; GEO targets “entities” and facts.

Can you guarantee what ChatGPT says about me?

No agency can guarantee 100% control over a probabilistic AI model. However, by controlling the sources the AI reads (the Knowledge Graph), we significantly increase the probability of accurate, neutral, and positive answers.

Which AI models do you cover?

We focus on the major “Answer Engines” that impact reputation: OpenAI’s ChatGPT, Google’s Gemini (and AI Overviews), Perplexity, and Anthropic’s Claude.

Does having a Wikipedia page help with GEO?

Yes. Wikipedia is the single most important training data source for LLMs. Having an accurate, neutral Wikipedia page is the strongest signal you can send to an AI model.

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Get in touch with our team and we’ll take the first steps toward improving your online profile.

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Reputation X Team