GEO & AEO Services | Markalon

GEO & AEO

Your Next Customer Already Asked AI About You.Generative Engine Optimization & Answer Engine Optimization by Markalon

Buyers now ask ChatGPT, Gemini, Perplexity, Claude and Google's AI Mode who to hire, what to buy and who to trust. The AI answers with a shortlist, and it cites its sources. If your brand isn't in that answer, you weren't in the running. We make sure AI can find you, understand you, quote you and recommend you.

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Retrieved · Found by AICited · Quoted as a sourceRecommended · Named as the answer

What Changed

Search used to give ten links. AI gives one answer.

For twenty years, visibility meant ranking a page and earning the click. Now the AI reads those pages for the buyer, pulls the most useful passages, compares what multiple sources say and writes a single recommendation.

The rules shifted from "which page ranks?" to "which brand does the AI trust enough to name?" Rankings still matter because they feed the AI. But the win is no longer position #1. It's being the answer.

From pages to passages

AI pulls specific paragraphs, not whole pages. Your best answer has to stand on its own.

From links to citations

The new currency is being quoted as a source inside the answer itself.

From one site to consensus

AI trusts what many credible sources agree on, not what you say only about yourself.

From clicks to influence

Much of the decision happens inside the chat, before anyone visits your site.

How AI Decides

The four stages of an AI recommendation

Every AI answer moves through the same path. Lose at any stage and you never make the shortlist. We optimize for all four.

Stage 01

Retrieval

Using retrieval-augmented generation (RAG), the AI runs live searches and pulls candidate content from the web and its index. If your content can't be crawled, parsed or matched to the question, you're out before the conversation starts.

"Can the AI find you?"

Stage 02

Citation

From what it retrieved, the AI selects the passages that answer the question most clearly and credits them as sources. Clear, specific, self-contained passages get quoted. Vague marketing copy gets skipped.

"Will the AI quote you?"

Stage 03

Consensus

The AI checks whether other trusted sources agree. Reviews, press, industry publications, directories and third-party articles that tell the same story about you turn a claim into a fact.

"Does the web back you up?"

Stage 04

Recommendation

When your brand is retrievable, quotable and confirmed by consensus, the AI names you as the answer: "the best option for…", "a top provider in…". That's where the buyer's shortlist gets made.

"Are you the answer?"

Page Retrieval vs. Passage Retrieval

Most websites were built to rank pages. AI ranks passages. That gap is why strong brands go missing from AI answers.

Page retrieval (classic SEO)

The search engine scores the whole page and sends the visitor to it. Long intros, keyword-stuffed sections and "read more to find out" copy can still work, because the human does the reading.

Unit of value: the page
Goal: the click
Weakness: the answer is buried

Passage retrieval (GEO / AEO)

The AI breaks your page into chunks and scores each one against the question. Only the passage that answers cleanly, on its own, gets pulled into the response and cited.

Unit of value: the passage
Goal: the citation
Strength: every section can win on its own

Our Approach: Content AI Can Extract

Semantic Optimization

We map the entities, topics and relationships AI uses to understand your business: what you do, who you serve, where, and how you compare. Then we build content that covers those concepts completely, so the AI connects your brand to the questions buyers actually ask, not just the keywords they type.

Extractable, Answer-First Structure

Every key section leads with a direct answer, then supports it. Clear headings phrased like real questions, short self-contained paragraphs, lists, tables and definitions give the AI clean chunks to lift and cite. If a passage only makes sense with the paragraph above it, it won't get quoted.

Clarity Over Cleverness

AI rewards precision. We replace vague claims ("industry-leading solutions") with specific, verifiable facts: services, locations, numbers, credentials, pricing ranges and outcomes. Specific statements are easier to retrieve, easier to trust and far more likely to be repeated.

Technical Accessibility for AI

We confirm AI crawlers can reach and render your content, strengthen schema and entity signals, and remove the technical barriers (blocked bots, JavaScript-only content, thin templates) that quietly keep you out of retrieval.

Building Consensus

AI believes what the web agrees on

Your website makes the claim. The rest of the internet confirms it. We build a consistent story about your brand across the sources AI trusts, so when it cross-checks, everything points back to you.

Newsworthy announcements (launches, milestones, awards, data) distributed to outlets that AI retrieves and trusts. Each release reinforces the exact positioning we want AI to repeat, with clear facts written to be quoted.

Answer-first articles built around the real questions buyers ask AI: comparisons, "best for" guides, pricing explainers and FAQs. Each one is structured for passage retrieval so individual sections can be cited.

Guest articles, industry publications, partner pages, podcasts and expert roundups. Independent mentions are the strongest consensus signal, because AI weighs what others say about you above what you say about yourself.

Consistent profiles and fresh reviews on the platforms AI pulls from for recommendations: Google, industry directories, comparison sites and review platforms.

Name, service and location consistency
Review generation strategy
Category and comparison listings

We track how ChatGPT, Gemini, Perplexity, Claude and Google AI Overviews describe you: where you're recommended, which sources they cite and where competitors win. Then we close the gaps.

AI share-of-voice tracking
Citation source mapping
Narrative & accuracy monitoring

AI Influence Is Bigger Than Your Analytics Show

Most of AI's impact on your pipeline will never be labeled "AI" in Google Analytics.

Here's what typically happens: a buyer asks ChatGPT for the best options. Your brand gets recommended. They don't click the citation. Later, they Google your name or type your URL directly.

In GA4, that lead shows up as Branded Search or Direct. ChatGPT made the introduction, but another channel gets the credit. Only a small slice of AI influence ever appears as referral traffic from chatgpt.com or perplexity.ai.

Where an AI-driven lead gets credited

DirectBranded searchAI

Illustrative only. Actual mix varies by business.

That's why we measure GEO success with more than referrals: AI share of voice, citation frequency, branded search growth, direct traffic trends and "how did you hear about us?" responses. Together they show the influence your analytics can't see.

See how Markalon piloted a healthcare company to new heights

Healthcare Case Study

Work With Us

Find Out What AI Is Saying About You

We'll show you where you're retrieved, cited and recommended across the major AI platforms, where competitors are winning, and the plan to become the answer.

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