What is GEO (Generative Engine Optimization)?

GEO, or Generative Engine Optimization, is the practice of structuring, sourcing and citing content so generative AI engines like ChatGPT, Perplexity, Gemini and Google AI Overviews surface and cite it in their answers. Vanaxity prepares content for GEO in the same loop as traditional SEO.

What is AEO (Answer Engine Optimization)?

AEO, or Answer Engine Optimization, is the practice of formatting content so answer engines, voice assistants and featured snippets can extract a direct, accurate answer to a user's question. It relies on clear questions, concise answers and structured data.

How are SEO, GEO and AEO different?

SEO optimizes content to rank in traditional search results like Google and Bing. AEO formats content so answer engines and featured snippets can extract a direct answer. GEO structures and cites content so generative AI engines like ChatGPT and Perplexity reference it. Vanaxity prepares content for all three in one production loop.

How much does Vanaxity cost?

Engagements start with a free 30-minute consultation and fit check. Because every build is custom and founder-led, pricing is scoped per engagement after that call, based on your CMS, content volume and workflow. There is no self-serve subscription.

Is this a SaaS tool I log into?

No. Vanaxity is a founder-led, custom-engineered service. There is no self-serve dashboard; Van Data Team builds the engine around your CMS, buyer questions, voice and workflow, runs it, and delivers publish-ready output with a human review gate.

Will it work with our CMS?

Van Data Team wraps the engine around what you already run, including WordPress, Webflow, Sanity, Contentful, Ghost and other systems. CMS integration is scoped per engagement on the call.

How do you keep quality consistent?

Quality is gated by numbers. Content must score at least 90, exact-match keyword density stays at or below 2.2%, each visual must clear at least 95 across 7 review passes, and a human review gate is the final checkpoint.

Can you guarantee rankings or traffic?

No honest partner can guarantee rankings or traffic because results depend on domain authority, competition and search or AI engine behavior. Van Data Team applies measurable quality controls that raise the probability of strong results without promising specific numbers.

Do I get the source code?

No. You own the content, articles and reports produced for you. Van Data Team builds and operates the engine; the underlying tools and systems stay with us, so they keep improving across every engagement.

What does “Chat with Van” mean?

Each build is custom and founder-led, so Van Data Team takes a limited number of new engagements each month. Chat with Van starts with a free 30-minute fit check to confirm the market, workflow and go or no-go before any paid scope.

AI AgentContent SEO · GEO · AEO

A custom AI content engine for Google, ChatGPT and AI answers

Built for B2B teams that need publish-ready search content without managing writers, prompts, tools or handoffs.

Optimized for answer engines

ChatGPTPerplexityGeminiClaude

Vanaxity researches buyer questions, creates review-ready articles, ships through your CMS and reports what passed quality gates.

Chat with Van View sample work

Trusted across startups, healthcare, finance and data teams

Ahrvo

Cleargen

OBJX

Lunada

White Ribbon Alliance

HBC

Athenahealth

Ellipsis Earth

Hudson's Bay Company

SupplyBridge

YouHeal

ClarifyIQ

FinanceScaler

Kejora Capital

Wajooba

Setmore

Run content like an engineering system

Turn buyer questions into publish-ready pages

Vanaxity maps SERPs, competitors, citation gaps and brand voice, then produces SEO, GEO and AEO content packages your team can review and ship.

View pricing

Quality gates before anything ships

research ready

System

SERP notes and outline queued for review

review gate

Client

Approved. Move to final publish pass

delivery ready

Ready

Article, schema and visuals cleared for launch

Works inside your CMS and approval flow

Built for Google, ChatGPT and AI answers

GBest AI content engine for B2B SEO

Vanaxity

vandatateam.com > blog > ai-seo

Research, validation and publishing workflow

One repeatable engine, not scattered drafts

Watch the production loop

Proof from complex production systems

Operator-led production system

Research, drafting, validation and publishing move through one controlled workflow instead of scattered handoffs.

Public proof review excerpts and production systems.

Client feedback links back to the public Upwork profile, while the system cards show how delivery is actually operated.

Public review excerpt

“One of the best contractor experiences I have had on Upwork. The task was challenging and everything was delivered perfectly ahead of schedule.”

Feng Z.Technical LeadUpwork

Technologies used around the workflow

OpenAILangGraphPostgresBigQueryPlaywrightSlack

Vanaxity vs retainers, tools and generic SEO delivery

CriteriaFounder-led modelTraditional providers

Approach

Founder-led modelCustom production engine for SEO, GEO and AEO

Traditional providersGeneric tools, retainers or advice decks

Process

Founder-led modelResearch, generation, QA, CMS prep and reporting in one loop

Traditional providersSplit writers, consultants and developers

Search philosophy

Founder-led modelDesigned for Google rankings, ChatGPT citations and AI answer extraction

Traditional providersBlue-link SEO first, answer engines later

AI stack

Founder-led modelOpenAI, LangGraph, Playwright and custom QA gates

Traditional providersPrompt chains or static content workflows

Deliverables

Founder-led modelPublish-ready content packages, schema, visuals and run reports

Traditional providersDrafts, calendars or strategy documents

Support

Founder-led modelFounder-led build and operating cadence

Traditional providersOne-and-done projects or ticket queues

Always free

Start with the plan that matches your rollout.

View pricing

Approach

Founder-led model

Custom production engine for SEO, GEO and AEO

Traditional providers

Generic tools, retainers or advice decks

Process

Founder-led model

Research, generation, QA, CMS prep and reporting in one loop

Traditional providers

Split writers, consultants and developers

Search philosophy

Founder-led model

Designed for Google rankings, ChatGPT citations and AI answer extraction

Traditional providers

Blue-link SEO first, answer engines later

AI stack

Founder-led model

OpenAI, LangGraph, Playwright and custom QA gates

Traditional providers

Prompt chains or static content workflows

Deliverables

Founder-led model

Publish-ready content packages, schema, visuals and run reports

Traditional providers

Drafts, calendars or strategy documents

Support

Founder-led model

Founder-led build and operating cadence

Traditional providers

One-and-done projects or ticket queues

Fast fit check

Confirm the market, workflow and go / no-go before spending on a build.

Lower operating drag

One production loop replaces split handoffs across tools, writers, editors and consultants.

Review-ready delivery

Every output ships with source notes, quality gates and a report your team can audit.

Choose how to start

Doubts? Reach out to us at trantienvan@vandatateam.com or Chat with Van

Getting startedFree

Free consultation fit check before scope

Chat with Van

30-min working call with Van
Clear go / no-go recommendation
Buyer questions and content workflow review
Next-step scope only if there is a fit

EnterpriseB2B

Contact sales for enterprise teams

Custom

Contact sales

B2B rollout scope and procurement path
Custom AI content engine architecture
Security, workflow and CMS requirements
Implementation plan for enterprise teams

The Founder's Desk

Hi, I'm Van. I've been building data pipelines and AI systems for over 8 years, working with startups, agencies, and enterprises to turn messy content operations into measurable, repeatable engines.

I started Van Data Team to help businesses own their search presence, not just on Google but across ChatGPT, Perplexity, Gemini and every AI engine that now decides what gets cited. Each build is custom, founder-led, and quality-gated by numbers, not vibes.

Public client feedback excerpts

TSTomer S.

Upwork review

Van exceeded all expectations with exceptional professionalism and expertise. The work landed ahead of schedule and the quality was consistently high.

FZFeng Z.

Upwork review

One of the best contractor experiences I have had on Upwork. The task was challenging and everything was delivered perfectly ahead of schedule.

PTPreska T.

Upwork review

Tran demonstrated a deep understanding of our requirements and made a meaningful difference in the final outcome from day one.

NRNate R.

Upwork review

Van is excellent to work with. Complex requirements never became blockers and communication stayed strong the entire time.

TSTomer S.

Upwork review

Van exceeded all expectations with exceptional professionalism and expertise. The work landed ahead of schedule and the quality was consistently high.

FZFeng Z.

Upwork review

One of the best contractor experiences I have had on Upwork. The task was challenging and everything was delivered perfectly ahead of schedule.

PTPreska T.

Upwork review

Tran demonstrated a deep understanding of our requirements and made a meaningful difference in the final outcome from day one.

NRNate R.

Upwork review

Van is excellent to work with. Complex requirements never became blockers and communication stayed strong the entire time.

What people have been saying

Tomer S.

Upwork review

Van exceeded all expectations with exceptional professionalism and expertise. The work landed ahead of schedule and the quality was consistently high.

Ahead of scheduleStrong communication

Project Manager Enterprise client · Enterprise data pipeline architecture

Feng Z.

Upwork review

One of the best contractor experiences I have had on Upwork. The task was challenging and everything was delivered perfectly ahead of schedule.

Perfect deliveryHandles complexity

Technical Lead Tech company · Financial data processing system

Preska T.

Upwork review

Tran demonstrated a deep understanding of our requirements and made a meaningful difference in the final outcome from day one.

Strategic thinkingHigh impact

Data Science Lead Tech startup · Real-time analytics platform

Nate R.

Upwork review

Van is excellent to work with. Complex requirements never became blockers and communication stayed strong the entire time.

Great communicationComplex systems

Engineering Lead Tech company · Healthcare data pipeline

Kevin M.

Upwork review

Van's expertise in data engineering is remarkable. He optimized our pipelines and saved us months of development time.

70% faster performanceProactive mindset

Data Manager Academic institution · E-commerce analytics system

Alex J.

Upwork review

Fast, responsive, professional. Really appreciated the thorough documentation too.

Fast turnaroundStrong documentation

Operator Automation client · Data extraction and automation tools

Tomer S.

Upwork review

Van exceeded all expectations with exceptional professionalism and expertise. The work landed ahead of schedule and the quality was consistently high.

Ahead of scheduleStrong communication

Project Manager Enterprise client · Enterprise data pipeline architecture

Feng Z.

Upwork review

One of the best contractor experiences I have had on Upwork. The task was challenging and everything was delivered perfectly ahead of schedule.

Perfect deliveryHandles complexity

Technical Lead Tech company · Financial data processing system

Preska T.

Upwork review

Tran demonstrated a deep understanding of our requirements and made a meaningful difference in the final outcome from day one.

Strategic thinkingHigh impact

Data Science Lead Tech startup · Real-time analytics platform

Nate R.

Upwork review

Van is excellent to work with. Complex requirements never became blockers and communication stayed strong the entire time.

Great communicationComplex systems

Engineering Lead Tech company · Healthcare data pipeline

Kevin M.

Upwork review

Van's expertise in data engineering is remarkable. He optimized our pipelines and saved us months of development time.

70% faster performanceProactive mindset

Data Manager Academic institution · E-commerce analytics system

Alex J.

Upwork review

Fast, responsive, professional. Really appreciated the thorough documentation too.

Fast turnaroundStrong documentation

Operator Automation client · Data extraction and automation tools

Frequently Asked Questions

Doubts? Reach out to us at trantienvan@vandatateam.com

Need to know if Vanaxity fits your workflow?

Van Data Team builds and operates the engine around your CMS, buyer questions, voice and review process. Use the email above for fit, procurement or rollout questions.

AEO (Answer Engine Optimization) is formatting content so answer engines, voice assistants and featured snippets can pull a direct, accurate answer to a question, using clear questions, concise answers and structured data.