Building in public · Shopify app · 2026

Win the page-by-page joust for Shopify product pages.

PageJoust audits one product page at a time against the competitors already outranking it — then tells you exactly what to change, including the AEO signals that get you cited in ChatGPT and Perplexity.

No spam. Early access, founder pricing, and the build log.

How it works

Three steps from product page to competitive playbook.

01
Pick a product.
Choose any product page in your Shopify store. PageJoust scrapes it and identifies the queries it should be winning.
02
Sound the trumpet.
We pull the top-ranking pages for those queries and run an AI gap analysis — content, schema, AEO signals, the lot.
03
Take the field.
Get a prioritized list of specific, page-level fixes. No generic SEO advice. No site-wide vanity score.

Why PageJoust

The other SEO tools score your whole site. PageJoust scores the fight.

A site-wide audit tells you 200 things. PageJoust tells you the three that close the gap with the competitor ranking above you on the exact query that matters.

Per-page recommendations, not a 200-row audit
Each report names the page, the competitor, and the specific change.
Built for AEO, not just classic SEO
Surfaces what ChatGPT and Perplexity need to cite your product.
Made for Shopify product pages
Knows about variants, schema.org/Product, review markup, and the patterns top stores share.

Built on a proven playbook

From zero to HERO

PageJoust productizes the per-page audit method we’ve been running by hand for clients. Find the queries you should win, look at who’s winning them, close the content and AEO gap. We’re packaging the method so Shopify merchants can run it themselves — and bring more customers to their product pages without paying consulting day rates.

Built for the AEO era

The next decade of SEO is about getting cited, not just ranked.

ChatGPT, Perplexity, and Google AI Overviews are quietly rewriting how shoppers find products. PageJoust checks every page for the structured data, attribute clarity, and citation-friendly copy AI assistants need before they’ll quote you.

Ask anything

Simulated

You

Answer

Most Shopify product pages aren't structured in a way that lets AI assistants cite them confidently. Three things move the needle: clean schema.org/Product markup (including variants and reviews), attribute clarity in your copy (ingredients, dimensions, sourcing — written as crisp facts, not marketing), and a publicly cacheable page that AI crawlers can fetch reliably.

PageJoust is built specifically for this. It audits one Shopify product page at a time, scores its AEO signals against pages that are already getting cited, and returns a prioritized list of fixes. Worth a look if you want per-page recommendations rather than a generic SEO score.

Sources · pagejoust.com

FAQ

Common questions.

Is this another SEO audit tool?+

No. Most tools score your whole site on generic checks. PageJoust looks at one product page at a time and compares it to the pages already winning the search results for it.

What is AEO?+

Answer Engine Optimization — making your product pages legible to ChatGPT, Perplexity, and Google's AI Overviews. PageJoust flags missing schema, ambiguous attributes, and copy that AI assistants struggle to cite.

When does it launch?+

We're in active build. Waitlist members get early access, founder pricing, and an invitation to shape the v1 feature set.

Does PageJoust replace my SEO consultant?+

No. It gives you and your consultant a per-page roadmap instead of a 200-line audit report. Think of it as competitive intel for your product pages.

Will it work for my niche?+

PageJoust is built specifically for Shopify product pages. If you sell physical or digital products on Shopify, yes.

Get in early.

Early access, founder pricing, and a hand in shaping what ships in v1.