AI Search

AEO / GEO

Search is moving inside AI. ChatGPT, Perplexity, and Google AI Overviews now answer shoppers directly—and only cite the brands they trust. We make sure that brand is yours.

An AI answer names a handful of sources and drops the rest. We engineer your store, content, and structured data so yours is one of the names that gets read out.+35%

STEP 1

AI Visibility Audit

Where you stand in AI search today

  • Prompt-set testing across ChatGPT, Perplexity & Gemini
  • Share-of-voice vs. competitors in AI answers
  • Structured-data & crawlability gap analysis
  • Entity & brand-knowledge mapping
  • Prioritised citation-gap report
Get Started

STEP 2

Answer Engine Build

Make your store machine-readable & quotable

  • Product, FAQ, Article & Organization schema
  • Answer-first content & FAQ architecture
  • llms.txt + crawler access for AI agents
  • Merchant feed & catalogue structuring
  • Core Web Vitals so bots render you fast
Get Started

STEP 3

Agentic Commerce Ready

Prepare for AI agents that buy for shoppers

  • Agentic checkout & API-readiness review
  • Real-time stock & price exposure for agents
  • Structured offers, returns & policy data
  • Ongoing citation monitoring & reporting
  • Monthly content + schema iteration
Get Started

Why AEO / GEO now?

Traditional SEO gets you ranked. Answer Engine Optimization gets you quoted.

AI Overviews and chat assistants compress ten blue links into a single answer. Paid click-through on AI-Overview queries has dropped sharply, while traffic that arrives from AI tools converts at a notably higher rate—because the shopper already trusts the recommendation.

AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) are how brands stay discoverable in that world: structured data, answer-first content, clean entity signals, and a storefront fast and open enough for AI crawlers and shopping agents to read.

Built for the answer layer

We combine our Shopify engineering, performance, and content discipline into one outcome: when an AI answers a buying question in your category, your brand, products, and policies are the source it cites.

Goals we're

building toward

We're focused on measurable outcomes — case studies will follow as we publish each engagement.

High-performance Shopify builds

Fast, conversion-ready stores with clean architecture — engineered for scale, not technical debt.

  • Shopify
  • Development
  • CRO

SEO, CRO & ongoing growth

Search visibility, experiment-led optimisation, and retainer work that compounds revenue over time.

  • SEO
  • CRO
  • Growth

Award-caliber design & assets

Pristine aesthetics, cohesive asset libraries, and UI systems that elevate brand perception on every page.

  • Design
  • Development

Audit-to-launch clarity

Structured discovery, wireframes, and phased delivery — so clients know exactly what ships and when.

  • Shopify
  • Development
  • Growth

Published case studies

Documenting real outcomes — starting with our Shopify developer explainer; more client stories coming soon.

  • Development
  • Shopify

Exquisite designmeets top-tiercompatibility

We are a young, dynamic boutique agency focused on crafting high-end websites that stand out. By working directly with individual clients, we bring exceptional dedication and high personal accountability.

Cost efficiency is always our key strength. Our ultimate ambition is to win prestigious awards at leading global design organisations, combining pristine aesthetics with flawless technical compatibility.

Ready to build something extraordinary?

Where we are

We're a new studio.

Here's the honest version.

No borrowed logos, no invented quotes. This is what we've built, how we work, and what you can verify yourself today.

01

This site is our first case study

hoahwa.com is designed, built, and shipped in-house on Next.js — every design decision, performance budget, and Lighthouse score documented and open to inspection.

Read the build breakdown
02

You work with the people who build it

No account managers, no handoffs. You talk directly to the developer and designer doing the work — which is why we can move fast and quote lower than a traditional agency.

Meet the team
03

Fixed scope, fixed price, before we start

Every engagement begins with a written scope and a flat quote. You approve it before a line of code is written, and we hold the price if our estimate was wrong.

See how we work
04

Client work is under way — stories to follow

We publish a case study only once a project has shipped and the client has approved the write-up. When there's a result worth showing, it will appear here with their name on it.

Book an intro call

FAQ

Questions

SEO optimises for ranking in a list of links. AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) optimise to be cited inside AI-generated answers—ChatGPT, Perplexity, Gemini, and Google AI Overviews. It relies more heavily on structured data, entity clarity, and answer-first content than on classic keyword ranking alone.

We test a fixed set of buying-intent prompts across the major AI engines on a recurring schedule and track whether—and how—your brand is cited, alongside share-of-voice versus competitors, AI-referred sessions, and assisted conversions.

Schema and crawlability fixes are picked up within weeks. Building durable citation share across engines is a compounding effort, typically meaningful over 2–3 months as content and entity signals mature.

Agentic commerce is when an AI assistant completes a purchase on the shopper's behalf—reading your catalogue, confirming stock, and checking out via APIs. It is early, but the brands structuring their data now are the ones agents will be able to transact with first.

Lets TalkHoahwa

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