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AI Site Grader
AI Query Scanner
llms.txt GeneratorGet your Shopify store
into AI answers.
Trakkr reads your products, writes the pages and fixes that get them into AI answers, and publishes each one to Shopify when you approve it.
Product / Men’s road running
Lope Daily
A springy everyday ride, with responsive foam and a breathable upper.
Comes in regular, wide (2E) and extra wide (4E), in US sizes 7 to 15.
Answered in a fit guide from Trakkr, today at 09:24
Named first, out of 40 AI answers
“Running shoes for wide feet”
Say the Daily comes in wideExpected lift +4
Priya approved it in Slack. Published to Shopify at 09:24.
Measuring day 1 of 28
What crosses the line.
Trakkr asks Shopify for five permissions and nothing more. You choose how each change ships: as a draft, on a schedule or live.
Products
read_productsReads your catalogue to track every product on AI shopping shelves. Descriptions, prices, inventory and variants stay as they are.
Pages and articles
read_contentwrite_contentread_online_store_pageswrite_online_store_pagesChecks each page the way AI reads it, and publishes new pages and blog articles as drafts, on a schedule or live.
SEO titles
write_contentRewrites a page or post title and meta description when AI misreads it. Body and schema edits stay in your editing workflow.
Theme code and schema
Keep these changes in your theme workflow. For a headless store, GitHub opens proposed changes as pull requests.
Headless store? Connect GitHub
robots.txt and llms.txt
Shopify serves both from your theme. Check them before you customise Liquid templates; an llms.txt file does not guarantee AI recommendations.
Free llms.txt generatorAI crawler logs
Hosted Shopify shares no raw server logs through this connection. Count AI referrals in analytics, and check crawler access separately.
Count AI visitors in GA4
Checkout, orders and customers
The connection never asks for order, customer or checkout scopes, so Trakkr can’t see or change them.
Read the connection docs
Shown byEach dot is one AI model, in this order: ChatGPT, Google AI Overviews, Claude, Gemini, Perplexity, DeepSeek, Meta AI, Grok.
See which products AI puts on the shelf.
Trakkr reads your catalogue from Shopify, then asks AI what your shoppers ask. You see which products it shows, which it skips, and who it shows instead.
- Product access is read-only.
- Widths and colours count as one product.
Approve it once. It lands in your store.
Pages and articles go to Shopify as a draft, on a schedule or live.
Approve them in Trakkr or straight from Slack.
lope.example/blogs/running/daily-fitScheduledRunning blog · 4 min read
How should the Daily fit?
Most runners take their usual size. If your feet are wide, choose wide (2E) or extra wide (4E), not half a size up.
Is the Daily discontinued?
No. It’s in stock in all three widths, in US sizes 7 to 15.
“Running shoes for wide feet”
“Is the Daily discontinued?”
Priya approved it in #ai-visibility
Choose a future publication time in Trakkr. Open publishing setup
Connected in
ten minutes.
You need admin access to the store. Nothing goes into your theme, and nobody writes code.
1Make a custom app in Shopify
2Paste three details into Trakkr
Trakkr for LopeCustom app, installed
read_productsread_contentwrite_contentread_online_store_pageswrite_online_store_pages
Tick five permissions, then copy three details.
Connect Shopify
Copy each detail across. Trakkr keeps them encrypted, and tests the connection before anything ships.
lope-demo.myshopify.comlope-demo.myshopify.com4f1c…9a6c4f1c…9a6c••••••••••••••••••••••••2Paste them into Trakkr
3Trakkr tests the connection
Setup checklist
and sources.
What to have ready, the five steps, what to measure afterwards, and where Shopify documents each part.
Before you start
- Admin or theme access for the Shopify store.
- Complete product data: names, descriptions, variants, policies, shipping, and return details.
- Trakkr tracking for brand prompts, product-category prompts, citations, and AI traffic.
The workflow
Review Shopify AI optimization guidance
Start with official Shopify recommendations for product details, store trust, policies, and accurate catalog information.
Check default AI-readable files
Shopify announced default agents.md, /llms.txt, and /llms-full.txt support in 2026. Verify the files on your store before customizing.
Customize only where useful
Use Liquid templates for agents.md, llms.txt, or llms-full.txt only when the default file does not reflect the pages and policies AI systems should prioritize.
Track product-category prompts
In Trakkr, monitor prompts that match how shoppers ask AI systems for recommendations, comparisons, alternatives, and buying advice.
Report visibility by product and category
Connect mentions, citations, crawler access, and AI-assisted traffic to launches, merchandising changes, and content updates.
What to measure
| Signal | Why it matters | Cadence |
|---|---|---|
| Product-page completeness | AI systems need accurate product, policy, and trust information before they can recommend a store. | Per launch |
| agents.md and llms.txt availability | Confirms Shopify is serving the AI-readable files you expect. | Monthly |
| Category prompt visibility | Shows where the store appears when shoppers ask AI systems for product recommendations. | Weekly |
| AI-assisted sessions and landing pages | Connects visibility work to traffic, content, and revenue analysis when analytics expose the source. | Monthly |
Where Trakkr fits
- Trakkr tracks the prompts shoppers use when AI systems compare products and brands.
- Crawler, citation, and traffic views show whether Shopify AI-readable files lead to discoverability improvements.
- Reports help ecommerce teams separate product-content fixes from broader brand visibility work.
Common mistakes
- Customizing AI-readable templates before checking Shopify defaults.
- Optimizing only product descriptions and ignoring policies, collections, reviews, and trust signals.
- Reporting AI visibility as revenue without a clear analytics attribution path.
Questions,
answered.
The ones we hear most. Need a hand?
Talk to our team
Only once you approve. Trakkr drafts fixes for your product pages, pages and blog articles, such as missing sizes or clearer descriptions, and ships them to your store when you say so. Prices, inventory, theme code and checkout stay as they are.
The Agent answers from our docs, methods and pricing, and links to the source.
Connect your
Shopify store.
Start a free trial, connect your store, and see which products AI shows and which it skips.