Shopify app · For brands and agencies
AEO ARCHITECT
AEO Collections Builder for Shopify
AEO Architect automatically finds high value user queries with content gaps and builds them, with your approval. Continuously gaining more AI citations and increasing LLM traffic.
- Native Shopify collections
- Every claim fact-checked
- Nothing publishes without you
HOW IT WORKS
Shoppers ask AI. It recommends your competitor.
Best trail running shoes for wide feet?
AI ASSISTANT
For wide feet, look for a roomy toe box and a stable platform. Top picks right now are the Rival Wide Trail and the Summit 4E.
Your store: not mentioned
MEANWHILE, IN GOOGLE ADS
“wide fit trail running shoes”, last 90 days
$0
spent on 1,460 clicks at $2.80 each
Organic page for this search: none
PAGE FOR THIS SEARCH
None
AI ANSWER CITES
A competitor
COST OF EACH VISIT
$2.80 paid click
The gap
You pay for these clicks. Your store has no page for them.
Your Google Ads search terms report lists the exact phrases people typed before they bought. Most of them land on a broad category page, or nowhere at all in organic search. When a shopper asks an AI assistant the same question, it quotes a competitor whose page answers it.
AEO Architect turns that report into a build list, then builds it.
SEARCH TERMS · LAST 90 DAYS
EXAMPLE STORE
| SEARCH TERM | CPC | CONV. | ORGANIC PAGE |
|---|---|---|---|
| wide fit trail running shoes | $2.80 | 41 | None |
| vegan trail running shoes | $3.10 | 27 | None |
| waterproof trail shoes women | $2.40 | 33 | /collections/womens (too broad) |
| best trail shoes for beginners | $1.90 | 19 | None |
| zero drop trail runners | $2.15 | 22 | None |
How it works
From search data to a live, indexed page
- Google Ads
- Search Console
- Merchant Center
- GA4
- Onsite search
STEP 01
Connect your data
Link Search Console, Google Ads, Merchant Center and GA4 in a few clicks. Onsite search comes straight from Shopify.
- wide fit trailwide feet trailwide toe box
CLUSTER
Wide Fit Trail Shoes
14 queries · 2.9k / mo
STEP 02
Group the intent
The app clusters related queries, checks your catalogue for matching products and scores each cluster by demand.
PAGE IDEA
Wide Fit Trail Running Shoes
Approve & PublishSTEP 03
Approve & Publish
Review each drafted page, edit anything you like, then publish it as a native collection in one click.
- sitemap.xml
- Sent to Search Console
- Linked from hub page
- Live in your theme
STEP 04
Get it indexed
The app adds the page to its own sitemap, submits it to Search Console and links it from your hub page.
Anatomy of a page
Every page built with AEO and SEO elements fully optimised
Each page looks like your own category pages, then adds the structure answer engines read. Here is one for the cluster “eco-friendly trail running shoes”.
IN GOOGLE
ON YOUR STORE
Daily page ideas
Your team approves every page
Each morning the queue fills with new page ideas. Every idea shows the queries behind it, the demand and the source, so you can see why the app suggested it.
Edit the copy or skip the idea. Approve it and the page, sitemap and Search Console submission all happen in one step. Try it on the right.
TODAY’S PAGE IDEAS
0 OF 3 PUBLISHED
Wide Fit Trail Running Shoes
14 queries2.9k / moGoogle Ads
Vegan Trail Running Shoes
9 queries1.6k / moSearch Console
Zero Drop Trail Runners
11 queries1.2k / moOnsite search
AI built in
The AI does the research, the writing and the checking
Your team keeps the final say. The app handles the work between a search report and a page worth publishing, then keeps watching once it is live.
- ChatGPTCited
- PerplexityCited
- AI OverviewsCited
- GeminiNot yet
TRACK
AI citation tracker
Asks ChatGPT, Perplexity, Gemini and Google AI Overviews the questions each page answers, every day, and shows you which ones cite your store.
- Wide fit trail92
- Vegan trail shoes78
- Zero drop runners61
RANK
Priority scoring
Scores every idea on search demand, the ad spend at stake and how well your catalogue fits, so the most valuable page sits at the top of the queue.
MATCH
AI product matching
Picks the products for each page by reading titles, specs and images, so a wide fit page shows wide fit shoes even when nobody tagged them.
BANNED WORD REPLACED
WRITE
Your brand voice
Learns your tone from the product copy you already have, and follows your rules on banned words and claims.
- Comes in 2E and 4E widthsBacked
- Recycled mesh upperBacked
- Available in size 15Review
CHECK
Fact-checked answers
Checks each answer against your product data before you see it. Anything it cannot back up, like a size you do not stock, goes to review.
DRAFT UPDATE
+ Q: Are they good for winter trails?
+ Q: Is there a waterproof version?
- Summit 4E (sold out)
REFRESH
Auto-refresh
Notices when shoppers start asking new questions or a range sells out, and drafts an update to the page for you to approve.
Where it fits
Other SEO apps tune pages you have. This one builds the missing ones.
SEO APPS
Metadata, images and alt tags
Good for tidying product pages. They work on the pages you already have and never touch your ad data.
AEO APPS
llms.txt and AI rewrites
Useful basics for AI crawlers. They rewrite existing copy and stop short of creating new pages.
AI TRACKERS
Brand mentions in AI answers
They show where AI answers leave you out. Your team still has to build the pages that fix it.
AEO ARCHITECT
New pages from real demand
Reads your paid, organic and onsite search data, builds native collection pages with answers and schema, then gets them indexed and linked.
Who it’s for
Built for Shopify brands and the agencies that run them
Install it on your own store, or run it across your clients’ stores under your agency’s name.
FOR BRANDS
Pages for the searches you’re missing
- Type a search and get a full collection page in your store’s voice
- Every sentence checked against your product data
- Q&A, comparison table and schema answer engines can read
- Native Shopify collections in your own theme
- Your team approves every page before it goes live
FOR AGENCIES · PARTNER PROGRAM
Sell AEO to your clients under your brand
- Your agency’s name, logo, colours and fonts in each client’s admin
- Referral, reseller and white-label partner models
- A new monthly line item with no extra headcount
- Live pages and an AEO and SEO score per page for client reports
- Demo store, sales kit and early pilot installs for your clients
EARLY ACCESS
Get AEO Architect for your store or your clients
We are onboarding a small group of Shopify brands and agency partners before the App Store listing opens. Book a 30-minute demo and we will build a page live from one of your searches, or send us a note and we will be in touch.
Before you ask
AEO Architect, answered.
AEO Architect is a Shopify app that finds the searches your store has no page for and builds collection pages for them. It reads your Google Ads search terms, Search Console queries, Merchant Center feed, GA4 and onsite search, groups related queries, and drafts a page for each group with an intro, a product grid and five or more answered questions marked up with FAQ schema.
AEO stands for answer engine optimisation. It is the work of getting your store quoted when a shopper asks ChatGPT, Perplexity, Gemini or Google AI Overviews what to buy. Those engines favour pages that answer a specific question and back the answer with structured data. AEO Architect builds those pages, and your existing SEO stays as it is.
It scores each page idea on demand, ad spend at stake and catalogue fit, picks matching products by reading titles, specs and images, and writes the intro and answers in your brand voice. It checks every answer against your product data and sends anything it cannot back up to review. Once a page is live, it checks ChatGPT, Perplexity, Gemini and Google AI Overviews daily to see if they cite you, and drafts updates when new questions appear.
Yes. Every page is a native Shopify collection, so it uses your theme's collection template with the same filters, sorting and pagination as your other category pages. The Q&A block comes in through a theme app extension and picks up your fonts and colours. We never edit your theme code, and uninstalling the app removes the blocks.
No. Every day the app queues new page ideas, showing the queries behind each idea, its search demand and where the data came from. Nothing goes live until you or a teammate clicks Approve & Publish, and you can edit the title, intro and answers first.
Google Search Console, Google Ads (search terms from Search, Shopping and Performance Max), Google Merchant Center, GA4 and your Shopify onsite search. Launch uses Search Console and onsite search. Growth and above connect all five. We ask for the narrowest Google access each feature needs and encrypt every token at rest.
Each published page goes into a dedicated XML sitemap, and the app submits that sitemap to Search Console for you. The app also links the pages from a hub page, reached through a single footer link, so crawlers can find them from your main catalogue.
Google penalises pages made at scale that give the shopper nothing useful. Each AEO Architect page is a real collection of products people searched for, answered with the questions they typed, and a person on your team approves it before it goes live. You control how many pages publish and how fast.
Yes. Through the D2C Prominence Agency Partner Program, agencies run AEO Architect across their clients’ Shopify stores. The app shows your agency’s name, logo, colours and fonts in each client’s admin, and your strategists review and approve every page. You can join as a referral, reseller or white-label partner.
Book a partner call from this page. In 30 minutes we build a page live from one of your clients’ searches, walk through the partner models and agree one to three pilot stores. We then install the app, set up the theme and your team approves the first pages.
AEO Architect is in early access. We are onboarding a small group of Shopify brands and agency partners before the App Store listing opens. Book a demo or a partner call, or send your details from this page, and we will get you set up.