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AI & AEO SearchScope-Based Pricing

Get Cited By ChatGPT, Perplexity, and AI Overviews - Not Just Google

AEO & GEO Optimization • Pujan Dahal

Answer engines pull from structured, entity-clear content. This service restructures your existing pages and schema so AI search tools can find, trust, and cite them.

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Typical Turnaround: Schema implementation and entity definition typically take one to two weeks
Strategic Value

Why It Matters

Understanding the real strategic impact of this optimization layer

Key Pillar

Search Is Splitting Into Two Channels

A growing share of search happens inside AI chat tools and AI Overviews rather than a traditional results page. Content written only for classic SEO often isn't structured in a way these systems can easily extract and cite - the ranking factors overlap, but they aren't identical.

Key Pillar

Why Structure Matters More Than Ever

Answer engines don't browse a page the way a human does - they extract specific, well-defined answer blocks and entity relationships. A page with strong content but tangled structure can still be effectively invisible to these systems, even while it ranks perfectly well on a traditional Google results page.

Signs You Need This

Key indicators that your site is experiencing bottlenecks in this area

!Your site ranks reasonably well on Google but rarely appears in AI-generated answers
!You have little to no structured data (schema) implemented on the site
!Competitors are showing up as cited sources in ChatGPT or AI Overviews and you aren't
!Your content is written in long, unstructured paragraphs rather than clear answer blocks
!Brand or entity mentions across the web are inconsistent
Deliverables

What's Included

Comprehensive deliverables and supporting documentation provided

Structured Data & Entities

JSON-LD schema markup integration (Organization, Service, FAQPage, Article as relevant)
Entity-based optimization report clarifying how your brand and offerings are defined across the site
Structured data validation to confirm schema is implemented correctly and error-free

Content Restructuring

AI Overview content structural maps showing which pages are best positioned for extraction
Answer-first content restructuring for key pages, leading with direct answers before supporting detail
Guidance on consistent entity mentions and terminology across the site
Execution Plan

My Process

A structured 5-step methodology for predictable, high-impact outcomes

01

Entity Definition

Identify your core brand entities and the structural keywords that define them, so AI systems have a consistent, unambiguous picture of who you are and what you offer.

02

Schema Injection

Add advanced JSON-LD structured schema code across key pages, tailored to what each page type actually needs rather than a one-size-fits-all template.

03

Direct Answers

Format content into clear, extractable answer blocks that satisfy AI search models - questions followed immediately by direct, complete answers.

04

Structured Data Validation

Test implemented schema against Google's structured data tools to confirm there are no errors silently undermining the work.

05

Citation Monitoring

Periodically check whether the optimized pages are beginning to surface as sources in AI Overviews or chat-based answers, and adjust structure where they aren't.

Pitfalls to Avoid

Common Mistakes I See

The most common misconception is treating AEO/GEO as a separate discipline from SEO rather than a layer built on top of it - a site with weak technical foundations and no schema at all won't benefit much from answer-first copy alone. Inconsistent entity mentions across the web (slightly different business names, descriptions, or details from page to page) also quietly undermine how confidently AI systems can identify and trust a brand.

Qualification

Who This Is For

Determining fit so you get maximum return on your investment

Ideal Fit

Businesses that rank reasonably well on Google but rarely (or never) appear in AI-generated answers, or sites with little to no structured data implemented yet.

Not Necessary Yet If

The site has no technical SEO foundation or schema at all and hasn't had a baseline audit - that's usually worth addressing first, since AEO work compounds on top of it.

Cross-Service Integration

How This Connects to Other Services

AEO/GEO work builds directly on Technical SEO Audits (schema is fundamentally a technical implementation) and On-Page SEO & Content Optimization (answer-first formatting depends on clean heading structure). It's also a natural extension of Topical Authority & Content Clusters, since well-structured, entity-clear pillar content is exactly what AI answer engines tend to cite.

Pricing & Scope

Investment & Timeline

Transparent scope-based pricing and clear delivery expectations

Scope depends on how many page types need schema, how much existing content needs restructuring into answer-first format, and how mature the current technical setup is. A fixed quote is provided after reviewing the site.

Typical Timeline:Schema implementation and entity definition typically take one to two weeks; content restructuring timelines depend on how many pages are in scope.
Tier 01

Schema & Entity Audit

JSON-LD structured schema code generation and integration

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Tier 02

Full AEO/GEO Setup

Schema markup plus answer-first content restructuring across key pages

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Tier 03

Ongoing AI Visibility

Monthly monitoring & optimization across ChatGPT, Perplexity & Gemini

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Case Study & Verifiable Proof

Proof It Works: AEO vs GEO vs SEO Strategy

Read the full first-hand account of what changed - schema as a default step, writing for extraction, entity consistency, and content clusters over standalone posts - in my own case study.

Service Specs

Frequently Asked Questions

Detailed answers regarding delivery, technical specs, and timelines.

It builds on top of solid technical and on-page SEO - it's not a replacement for either.
No one can guarantee inclusion in a specific AI answer - this optimizes the structural signals that make citation more likely.
AEO (Answer Engine Optimization) generally refers to optimizing for AI-generated answers and voice assistants; GEO (Generative Engine Optimization) refers more specifically to optimizing for generative AI tools like ChatGPT and Perplexity. In practice, the techniques overlap heavily.
Ranking #1 on Google doesn't guarantee visibility in AI-generated answers - the two systems extract and evaluate content differently, so it's worth checking separately.
Through periodic manual checks of whether target pages are being cited in AI Overviews and chat tools for relevant queries, alongside tracking traffic referred from AI search sources where that data is available.
Answer-first formatting tends to make content clearer for human readers too - it's rarely a trade-off between the two audiences.
This depends on the site, but Organization and FAQPage schema are common starting points for most businesses, with Service or Product schema added depending on what the site actually offers.
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