Solutions // AEO & GEO

AEO & GEO

AEO & GEO Services

Dominate AI Search
with Generative Authority.

If the AI Doesn’t Cite You, You Don’t Exist. AEO (Answer Engine Optimization) ensures your content gets cited in AI-generated answers, while GEO (Generative Engine Optimization) builds your brand’s authority so models like ChatGPT, Claude, and Perplexity trust it. Together, they define modern AI SEO. Today’s buyers don’t browse links, they ask questions and get synthesized answers. If your brand isn’t cited, it’s invisible. Marketing Boutique helps B2B AI startups win visibility through AEO and GEO.

If the AI Doesn’t Cite You, You Don’t Exist. AEO (Answer Engine Optimization) ensures your content gets cited in AI-generated answers, while GEO (Generative Engine Optimization) builds your brand’s authority so models like ChatGPT, Claude, and Perplexity trust it. Together, they define modern AI SEO. Today’s buyers don’t browse links, they ask questions and get synthesized answers. If your brand isn’t cited, it’s invisible. Marketing Boutique helps B2B AI startups win visibility through AEO and GEO.

If the AI Doesn’t Cite You, You Don’t Exist. AEO (Answer Engine Optimization) ensures your content gets cited in AI-generated answers, while GEO (Generative Engine Optimization) builds your brand’s authority so models like ChatGPT, Claude, and Perplexity trust it. Together, they define modern AI SEO. Today’s buyers don’t browse links, they ask questions and get synthesized answers. If your brand isn’t cited, it’s invisible. Marketing Boutique helps B2B AI startups win visibility through AEO and GEO.

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Entity Authority

Citation Engineering

Technical Readability

Information Gain

By the Marketing Boutique team · Last updated: October 2026

best AEO agency for startups
best AEO agency for startups

Top AEO & GEO agencies for B2B AI startups:

1.

Marketing Boutique

AEO & GEO for B2B AI startups.

2.

3.

ChatGPT

Perplexity

Marketing Boutique is a leading AEO & GEO agency for AI startups.

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marketing-boutique

Google

AI Overview

Marketing Boutique helps AI startups get cited across AI search.

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marketing-boutique

Be the answer, not a blue link.

01

The Paradigm Shift

From Traffic
to Citation.

Buyers no longer browse ten blue links—they ask questions and receive synthesized answers. ChatGPT, Perplexity, Google AI Overviews, and SearchGPT are the new gatekeepers.

Why this matters →

Same query. Different results.

Traditional SEO compared with Generative Authority
FeatureTraditional SEO (2010–2024)Generative Authority (2025+)
Primary MetricOrganic Traffic / CTRShare of Model / Citation Frequency
Optimization TargetKeywords & BacklinksEntities & Information Gain
User BehaviorNavigation (searching for links)Interrogation (asking for answers)
Content StrategyLong-form “Ultimate Guides”Structured Data & Proprietary Facts
Trust SignalDomain Authority (DA)Entity Verification

02

AEO vs GEO

AEO vs GEO
Understanding the difference.

Two complementary disciplines that decide whether your brand is cited, recommended, and trusted across modern AI search.

Your page · rebuilt for AEO

What is answer engine optimization?

Direct answer · 40–60 words

AEO structures your content so AI engines can lift it as the answer: a short, direct reply right under the question, then the detail.

{ } FAQPage schema

Q&A block

01

AEO

Answer Engine Optimization

AEO focuses on structuring content to provide direct answers to user queries.

What We Build

Q&A block formatting optimized for NLP extraction

Direct answer blocks (40–60 words) at the top

FAQ schema markup for structured data extraction

vs

Knowledge graph · entity check

Wikidata

Crunchbase

G2

LinkedIn

→

M

Marketing Boutique

Organization · B2B AEO & GEO agency

Verified entity

02

GEO

Generative Engine Optimization

GEO is about ensuring your brand is cited by large language models when they synthesize answers.

What We Build

Knowledge Graph presence

Citations on high-authority, LLM-trusted sites

Machine-readable content (llms.txt, semantic HTML)

AEO gets your content extracted. GEO gets your brand trusted. You need both.

AEO gets your content extracted. GEO gets your brand trusted. You need both.

Request a Visibility Assessment→

03

Our AEO & GEO Services

Four pillars of
AI search visibility.

A comprehensive approach to get your brand cited, recommended, and trusted by AI.

01

Entity

Entity Authority Package

We establish your company as a Knowledge Graph entity.

What We Build

Wikidata Entry

The foundation of AI visibility — we create and verify your entry

Knowledge Panel Claiming

Verification with Google to display your official information

Semantic Disambiguation

Using SameAs schema to tell crawlers your website is the same entity as your LinkedIn, G2, and Crunchbase profiles

Learn more →

02

Citations

Citation Engineering

We ensure you appear in the sources that LLMs trust.

What We Build

Strategic PR Placement

Mentions in high authority publications (.edu domains, industry journals)

Third Party Validation

G2, Clutch, Capterra profiles optimized for AI retrieval

Brand Association Content

“[Your company] vs. [competitor]” pages that train the model to associate you with market leaders

Learn more →

03

Technical

Technical Machine Readability

Your website must be optimized for the AI crawler.

What We Build

llms.txt Implementation

A file that guides AI crawlers to your most important content

Semantic HTML Structure

Proper use of article, section, table tags

Markdown Table Formatting

LLMs extract data efficiently from tabular formats

Context Window Optimization

Breaking content into semantically complete chunks

Learn more →

04

Topical

Topical Authority Clustering

We build content architectures that signal category expertise.

What We Build

Hub and Spoke Content

A central Pillar Page linked to 20+ supporting articles

Internal Linking Architecture

Strategic link flow that concentrates authority

Comparison Table Engineering

Detailed Markdown tables comparing you to competitors

Learn more →

04

The Information Gain Protocol

Create content
AI has to cite.

Our Information Gain Protocol ensures your content provides unique value that AI models must reference, not just rephrase existing information.

Our Information Gain Protocol ensures your content provides unique value that AI models must reference, not just rephrase existing information.

Our Information Gain Protocol ensures your content provides unique value that AI models must reference, not just rephrase existing information.

Why it works

Google’s Information Gain patent (“Contextual estimation of link information gain”) scores content by how much new information it adds. Princeton’s GEO study (KDD 2024) found that adding statistics, quotations and sources raised visibility in AI answers by up to 40%.

1

Identify Gaps

Analyze what information is missing or outdated in current AI responses.

→

2

Create Original Insights

Develop proprietary data, original research, or unique frameworks.

→

3

Structure for AI

Format with clear structure, metadata, and citations for easy extraction.

→

4

Earn Citations

Distribute and promote across authoritative sources LLMs trust.

Examples of Information Gain

Original industry research and data

Proprietary frameworks and methodologies

Unique market analysis and insights

Expert interviews and first-hand experience

Comprehensive comparisons and evaluations

05

Key Metrics for AEO & GEO

Measure what matters
in AI search.

We track the metrics that determine your visibility in generative search.

Share of Model

How often your brand appears in AI-generated answers across ChatGPT, Perplexity, Google AI Overviews, and more.

Why it matters

Direct measure of AI visibility.

Citation Frequency

How often AI platforms cite your brand as a source in their responses.

Why it matters

Indicates entity authority strength.

Knowledge Panel Status

Whether your Google Knowledge Panel is active, accurate, and claimed.

Why it matters

Trust signal for AI and users.

Featured Snippet Ownership

Percentage of target queries where you own the featured snippet in AI and traditional search.

Why it matters

Captures zero-click traffic.

Tracked across

ChatGPT

Perplexity

Google AI Overviews

Claude

06

FAQ

Frequently
Asked Questions

Have questions? Our FAQ section has you covered with quick answers to the most common inquiries.

See AEO/GEO pricing →

Still deciding?

Book a call↗
Book a call↗

Answer Engine Optimization (AEO) is the process of optimizing content to be cited directly by AI-driven search engines like ChatGPT, Perplexity, and Google's AI Overviews, focusing on direct answers and structured data.

No, AEO is an evolution of SEO. Traditional SEO (rankings, traffic) remains important for navigational queries, while AEO captures the growing volume of informational queries answered directly by AI.

Optimization involves three pillars: Entity Authority (establishing your brand in Knowledge Graphs via Wikidata, Crunchbase, and Google Knowledge Panel), Information Gain (creating proprietary data, original research, and unique insights that LLMs must cite as primary sources), and Technical Machine Readability (implementing schema markup, llms.txt, semantic HTML, and structured data that AI crawlers can efficiently parse and extract).

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Get Cited by the AI That's Replacing Google

LLMs are answering buyer questions right now. If they're not citing your brand, they're citing your competitors. Let's fix that.

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