StoreSEO
Digital, creative & handmade Built for Shopify

They searched an outcome. You sold a transformation.

Outcome searchComparison heavyContent updates
Jump to the prompt The AI agents & MCP playbook

StoreSEO is the AI SEO Agent for Shopify merchants — a Shopify app that optimizes your store for Google and gets it cited by ChatGPT, Gemini, Claude and Perplexity.

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The discovery brief

Where they look

An outcome and level search, compared against alternatives

What they ask

"beginner course to learn bookkeeping for a small business"

Why you are missing

Your page sells the transformation and never states the curriculum

AI SEO Agent what StoreSEO runs on your behalf
01

The story

Amir sells courses and a membership. His sales pages are well written in the way sales pages are: a promise, a transformation, some testimonials. What they do not contain is a curriculum, a time commitment, a level, or a format.

His buyers search an outcome plus a starting level — learning a specific skill as a beginner, for a specific context — and then compare four options on curriculum, hours, support and refund policy. His page was persuasive to someone already convinced and invisible to someone still searching.

Publishing the curriculum, level, format and commitment as text, adding FAQ schema for the comparison questions, and connecting the store over MCP so course updates get optimized as they ship changed which searches reached him.

02

When SEO decides the sale

Three beats. Everything StoreSEO does on this page is aimed at the gap between the second and the third.

  1. 1

    The search

    Course buyers search an outcome and a starting level, not a course name or a brand.

  2. 2

    The comparison

    They compare curriculum, time commitment, format, support and refund terms against alternatives.

  3. 3

    The enrollment

    A considered purchase, decided by whichever page was specific about what is actually taught.

03

What a store like this actually needs

01

Outcome and level in the copy

The query is a skill plus a starting point. A transformation promise matches neither.

02

Curriculum and commitment stated

Modules, hours, format and support are the comparison criteria and are frequently withheld entirely.

03

Content that changes and stays optimized

Courses get updated, modules get added, and each change is a chance to publish something unoptimized.

04

The fix

Three StoreSEO capabilities that do most of the work here. Each links to the guide that sets it up.

AI Content Optimizer

Scores your course pages against the outcome keyword they should own and shows what is missing.

Read the guide

FAQ schema

Publishes curriculum, commitment, format, support and refund answers as structured data.

Read the guide

StoreSEO MCP server

Lets you re-optimize course pages from your assistant whenever the curriculum or format changes.

Read the guide
05

The exact prompt

Connect your store via the StoreSEO MCP server or the AI Toolkit, then paste this into Claude or ChatGPT. It is written for this business, not as a generic template.

Copy & paste 
Using StoreSEO, rewrite my course and membership pages so each one states the outcome it delivers, the starting level assumed, the full curriculum, the time commitment, the format and the support included, alongside my existing sales copy. Add FAQ schema covering curriculum, commitment, refunds and support, optimize each page against its outcome keyword, and give me a prompt I can re-run whenever I update a course.

What happens: Your assistant adds the specifics a comparison search needs without removing the persuasion, and gives you a way to keep it current as courses change.

06

Questions

Will publishing my curriculum reduce conversions?

It generally does the opposite. Buyers comparing four courses need the curriculum to compare at all, and withholding it removes you from the comparison rather than creating intrigue. Keep the persuasive copy and add the specifics beneath it.

How do I keep pages optimized as courses change?

Connect the store to your AI assistant over the MCP server so re-optimizing a course page after a curriculum update is one prompt, not a separate task somebody schedules and forgets.

07

Keep reading

The playbook behind this

AI agents & MCP

Connect the store to Claude, Cursor or VS Code and run the whole SEO workflow by typing what you want.

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