Hyzen Technologies
Services / Generative Engine Optimization

Be the answer ChatGPT and Perplexity recommend.

Generative Engine Optimization (GEO) positions your brand as a trusted source inside ChatGPT, Perplexity, Gemini, Claude and Microsoft Copilot - through content engineering, source authority, structured citations and continuous monitoring of AI-generated answers.

Overview

Generative AI is the new homepage

When a buyer asks ChatGPT "what's the best multi-vendor marketplace platform for KSA?" or asks Perplexity "who are the top digital commerce agencies in Riyadh?", an AI assembles an answer from a handful of sources and recommends a shortlist. If your brand isn't in the training data, the retrieval index or the citation set, you simply don't exist in that conversation.

GEO is how we make sure you do. We engineer content that LLMs actually quote, build the third-party signals retrieval models trust, and ship a measurement loop that tells you exactly where you're being cited - and where your competitors are winning the recommendation.

What we do

GEO services across every major LLM surface

  • 01

    LLM visibility audit

    Where you appear (or don't) in ChatGPT, Perplexity, Gemini, Claude, Copilot and Grok across your priority prompts.

  • 02

    Citation-worthy content

    Original research, data tables, comparisons, definitions and quotable statements engineered for LLM retrieval.

  • 03

    Source authority building

    Placements, mentions and citations on the third-party sites generative engines rank as authoritative sources.

  • 04

    Structured data & feeds

    Schema, llms.txt, RSS, sitemaps and machine-readable feeds that improve retrieval and grounding.

  • 05

    Prompt-set monitoring

    Track 100+ branded and category prompts weekly across every major LLM with share-of-voice reporting.

  • 06

    Competitor recommendation analysis

    See exactly which competitors get recommended, with what reasoning - and how to displace them.

  • 07

    Wikipedia & Wikidata strategy

    Notable, neutral, well-cited entries that strengthen your entity in every model's training data.

  • 08

    PR for LLMs

    Earned coverage on the publications and forums (Reddit, Quora, industry media) that LLMs preferentially cite.

Process

How a GEO program runs

  1. 01

    Prompt strategy

    Define the 100-300 prompts buyers actually use, segmented by funnel stage and persona.

  2. 02

    Baseline visibility

    Score current share-of-voice in every major LLM, with citation sources mapped.

  3. 03

    Content & entity engineering

    Build the assets LLMs want to quote and the entity signals they want to trust.

  4. 04

    Off-site authority

    Earn the third-party citations - editorial, community and reference - that move the needle.

  5. 05

    Monitor, report, iterate

    Monthly share-of-voice, competitor displacement and prompt-level wins with a clear next-quarter backlog.

Outcomes

What GEO unlocks

100+

Branded and category prompts monitored weekly.

6

Major LLM surfaces tracked (ChatGPT, Perplexity, Gemini, Claude, Copilot, Grok).

+2-4×

Share-of-voice within two quarters on priority prompts.

Citations

Wikipedia, Reddit, G2 and industry media wired in.

FAQ

Generative Engine Optimization, answered

What's the difference between GEO and SEO?

SEO earns ranking on a list of links. GEO earns mentions and recommendations inside the answer an AI generates. The audiences overlap, but the optimization, content style and authority signals are different - and the measurement is prompt-based, not keyword-based.

What's the difference between GEO and AEO?

AEO targets extractive answer surfaces (Google AI Overviews, featured snippets, voice). GEO targets generative LLMs (ChatGPT, Perplexity, Gemini, Claude, Copilot). We run them together because they reinforce each other.

Can you really influence ChatGPT's answers?

Yes - through retrieval (live web sources Perplexity and ChatGPT browse), training data (long-term presence on authoritative sites and reference graphs like Wikipedia), and structured signals (schema, llms.txt, machine-readable feeds). It's not instant, but it's measurable.

How do you measure GEO?

We run a fixed prompt set across every major LLM weekly, score brand mentions, citation share, sentiment and competitor displacement, then report month-over-month movement on the prompts that matter to your pipeline.

Do I need GEO if I rank well on Google?

Increasingly, yes. AI-generated answers are eating into classic search clicks. If buyers ask an AI before they Google, your Google rank doesn't show up in that decision - your GEO presence does.

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