AEO · GEO · AI Search Visibility
Be the answer AI gives.
Buyers now ask ChatGPT, Gemini, Perplexity and Google AI before they open a single website. Northwind Studio’s senior team engineers your brand into those answers, with fixed scope and full ownership.
Get a free AI visibility auditSee how it works
01 · The shift
Search became a conversation. Most websites did not.
For twenty years you fought for ten blue links. Today the first thing many buyers read is a single AI-written answer, and it names only a few brands. If yours is missing, you are invisible at the moment of decision.
Rank, then hope for the click
Keywords, backlinks and position on a results page. Still important, but no longer the whole story.
Be understood, trusted and cited
AI systems summarise, compare and recommend. They reward clear facts, structured data and consistent authority.
Competitors become the default
Once an assistant learns to recommend someone else, that trust compounds against you.
02 · The landscape
SEO, AEO, GEO and LLMO, explained simply.
They are layers of one strategy, not rival fads. Here is how they fit together.
| Discipline | What it means | Where it wins | What we do |
|---|---|---|---|
| SEO | Search Engine Optimization | Google and Bing result pages | Technical health, content, links, Core Web Vitals |
| AEO | Answer Engine Optimization | Featured snippets, voice, AI Overviews | Answer-first pages, FAQ and HowTo schema, concise definitions |
| GEO | Generative Engine Optimization | ChatGPT, Gemini, Claude, Perplexity | Entity clarity, citations, authority signals, brand mentions |
| LLMO | Large Language Model Optimization | Model training and retrieval sources | Crawler access, llms.txt, clean markup, consistent facts |
| AIO | AI Overview Optimization | Google’s AI-generated summaries | Topical depth, trust signals, structured evidence |
03 · How AI decides
What makes a model recommend you?
AI does not guess. It leans on signals it can verify. We strengthen each one, in this order of impact on our projects.
Illustrative priority based on our delivery experience, not a measured industry benchmark.
04 · What we deliver
Every layer of AI visibility, one senior team.
AI Visibility Audit
We query the major AI platforms with your buyers’ real questions, then map how you are described, who is recommended instead, and why.
Schema & Structured Data
Organization, Service, Product, FAQ, Review and Article markup, validated and kept in sync with your content.
Answer-Ready Content
Pages built around real questions: a direct answer first, then depth, proof and next steps. Written for people, structured for machines.
Entity & Authority Building
One consistent brand story across your site, directories, review platforms and trusted publications.
Technical Foundations
Fast, crawlable Next.js and web builds, clean architecture, AI-crawler rules, sitemaps and llms.txt.
Tracking & Reporting
Monthly visibility reports: mentions, citations, share of voice and next actions, in plain English.
05 · Our process
A transparent 4-stage lifecycle.
The same predictable delivery model our engineering clients rely on: clear scope, regular updates, measurable milestones.
Discover & Audit
Market, competitors, buyer questions and a baseline AI visibility score.
Plan & Scope
A prioritised roadmap with fixed-scope milestones and a clear budget.
Build & Publish
Schema, site fixes and answer-ready pages shipped by senior engineers and editors.
Amplify & Measure
Authority building, monthly reporting and continuous improvement.
06 · Who it is for
Built for brands that are researched before they are bought.
Funded startups & scaleups
Win category-defining questions early, before competitors own the answer.
SaaS & technology companies
Appear when buyers ask AI to compare tools, vendors and approaches.
Agencies & service firms
Be the firm assistants recommend when clients ask who to hire.
Enterprise & regulated teams
Accurate, compliant, brand-safe representation across AI platforms.
07 · Why Northwind
Engineers first. Marketers second.
Most agencies treat AI search as a copywriting trick. We are a software studio, so we fix the foundations that make your business understandable to machines.
Senior-led, no handoffs
You work directly with experienced architects, engineers and strategists, not account managers.
- Technical SEO and web engineering in-house
- Security-first, compliance-aware delivery
Honest by default
We never promise rankings or guaranteed citations. We show our method, our data and our progress.
- Plain-English monthly reports
- Full ownership of everything we build
08 · Engagement models
Choose how we work together.
AEO & GEO Sprint
A defined audit, schema and content implementation with a clear price and date.
- Audit and roadmap
- Schema and priority pages
- Handover and training
Growth Retainer
Ongoing optimisation, content and authority building with monthly reporting.
- Continuous content and schema
- Citation and mention building
- Monthly visibility reports
Dedicated Squad
A senior pod inside your team for AI search, web and content engineering.
- Engineers, editors and strategists
- Daily async updates
- Scale up or down
09 · Connected Disciplines
Engineered into our full technology stack.
AEO and GEO do not exist in isolation. They connect directly with technical SEO foundations, private enterprise RAG pipelines, autonomous agents, and single-source-of-truth data warehousing.
Technical SEO & Indexing
Core Web Vitals, programmatic sitemaps, JSON-LD schema, and international hreflang architecture.
Explore Technical SEO →Enterprise Generative AI & RAG
Private cloud RAG, embedding vector search, and model evaluation with zero data leakage.
Generative AI Solutions →Autonomous AI Agents
Deterministic multi-step agent reasoning loops, tool calling, and human-in-the-loop workflows.
Autonomous AI Agents →Data Engineering & Intelligence
Modern lakehouses, dbt transformations, real-time analytics, and single-source-of-truth telemetry.
Data Engineering →10 · FAQ
Questions we hear often.
What is the difference between AEO and GEO?
AEO helps answer engines pull a clear answer from your content. GEO helps generative models like ChatGPT, Gemini, Claude and Perplexity mention and cite your brand. They work best together.
Does this replace SEO?
No. Technical SEO is the foundation. AEO and GEO extend it to AI-driven discovery, so we do all three.
How long until we see results?
Technical and schema fixes can show impact within weeks. Authority and consistent recommendations usually build over several months. We give a realistic timeline after the audit.
Can you guarantee AI will recommend us?
No one honestly can. AI platforms change often. We improve the signals they rely on and report progress transparently.
Who owns the work?
You do. All content, schema, code and documentation transfer to you.
How do we start?
Book a discovery call or request a free AI visibility audit. We will respond with next steps within one business day.
Get in touch
Let AI recommend you first.
Tell us about your business. A senior strategist will send your free AI visibility audit and a clear plan.