How it works
How FacetSEO turns your catalog into pages that rank — and get cited.
FacetSEO does three things: it finds the collection pages worth building, it builds them clean, and it makes them the source AI cites. Here's each one.
01 · Demand-discovery engine
It finds the pages worth building — ranked by real demand.
FacetSEO reads your live catalog through the Shopify Admin API: products, collections, tags, product options, and metafields. From that it generates every collection page your catalog could support — each viable combination of category and attribute, up to two facets deep — then resolves each one to the phrase a shopper would actually search and pulls its real search volume, CPC, and competition.
Ranked by what it's worth
Every opportunity is scored on volume × purchase intent × winnability, so the most valuable, most rankable pages rise to the top.
Filtered for junk
Candidates with no real volume, duplicate intent, or zero matching products are dropped — as are AI-prompt keyword artifacts that pollute volume data. In one real scan, 106 junk phrases were filtered out before you ever saw the list.
Demand data SEO pros trust
Volume and CPC come from the same industry keyword database professionals use, checked against a live crawl of your store to confirm which pages already exist.
“iphone 17 pro screen protector — 4,400 searches/mo, $1.40 CPC, 6 matching products, no page on your domain.”
02 · The page generator
It builds them clean — no theme edits, no mess.
Approve an opportunity and FacetSEO creates a real, native Shopify collection page — not a parallel system that disappears when you uninstall. Each page gets a clean URL ( /collections/linen-midi-dresses, never a ?filter= querystring ), a unique title, H1, and meta description from your templates, and an editable intro block. The SEO layer is injected through a theme app extension on Online Store 2.0 themes, so nothing touches your theme code by hand.
Clean URLs
Indexable collection paths, not crawl-wasting filter parameters.
Canonicals + noindex hygiene
Correct canonical tags, and automatic noindex on the junk filter permutations you didn't promote — so you build authority, not duplicate-content debt.
Sitemap + internal links
Generated pages are added to your sitemap and linked from their parent collection.
Cannibalization guard
No two generated pages ever target the same query.
Page generation is the product vision and is rolling out to founding users. The scanner that finds these pages is live and free today.
03 · The AI-citability layer
It makes them the source AI cites.
Ranking on Google is one engine; being the page an AI assistant quotes is the other. Every page FacetSEO builds ships with Product, ItemList, FAQPage, and BreadcrumbList JSON-LD by default — the structured data answer engines extract. Each page also carries two to four templated Q&As (price range, sizing, availability, shipping) pulled from your store data, feeding both FAQ schema and AI answer extraction.
3.1x more citations
Pages with structured data are cited roughly 3.1x more often in AI Overviews.
71% carry schema
71% of the pages ChatGPT cites carry structured data.
42% better conversion
AI-referred retail traffic converts about 42% better — and grew 393% year over year.
What it doesn't do
What it doesn't do.
Trust through restraint. FacetSEO is deliberately narrow, and these boundaries are the point.
It's not a rank tracker
Other tools tell you you're invisible; FacetSEO builds the pages that fix it.
It's not an AI content writer
Page copy is templated from your data, not generated freeform — so it's accurate and on-brand.
It's not a meta-tag or image-alt optimizer
Those tweak pages you already have. FacetSEO builds the ones you don't.
It's Shopify-native, and only Shopify
That's the point.
Scan your store.
See your opportunities free. The scanner is live today; page generation opens to founding users at launch.
Scan your storeFree. No login. Full report by email.