Where should a bundle offer go on a product page?

Near the add-to-cart button, where shoppers decide. An offer buried in a collection page or a footer banner reaches few product-page buyers. Check your own pages to see where it shows today.

Why compare orders that start on product pages?

Many shoppers land straight on a product page from an ad or search. If those orders are mostly single items while others are not, the offer is likely missing where those shoppers decide.

How do I know the change worked?

Compare the single-item share and average order value for a few weeks before and after the change, outside any big sale. Treat the gap as a guide, not proof, since other things can change at the same time.

Can another assistant run this instead of Claude?

Yes. ChatGPT, Grok, Muse or any assistant that can read your order and analytics data can use the same prompt, whether it connects to the tools or reads exported reports.

All playbooks

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Put your bundle offer on product pages

Your bundle deal might only show up in places most buyers never see.

Your bundle or multi-buy offer may only appear on pages most buyers never visit. Connect Shopify and Google Analytics, ask Claude to compare the single-item order share for orders that started on product pages versus elsewhere, and where the offer appears. If product pages show more single-item orders, add the bundle there and compare before and after.

1
Connect
- Shopify
- Google Analytics
2
Ask
Compare orders that started on a product page with orders that started elsewhere. What share are single-item orders in each? Where does my bundle or multi-buy offer actually appear on the site?
Paste this into Claude, ChatGPT, Codex or Cursor.
3
Act
Show the bundle on product pages, then compare the single-item share before and after.

What it tends to findExample

64% of product-page orders were single items, against 45% elsewhere.

Watch out

Run the change outside a big sale so promo traffic doesn't skew it.

Step by step

01Connect Shopify and Google Analytics read-only through a Claude connector or MCP server, or export orders and landing page reports and upload them.
02Ask the playbook prompt to compare single-item order share by starting page and list where the bundle offer appears.
03Check that the comparison does not fall inside a big sale, since promo traffic changes order size.
04Add the bundle offer to product pages on a set date, outside a big sale. Note the date.
05Compare the single-item share and order value before and after, then re-check if you change the offer.

Questions

Run these next

Every number on these pages is an illustrative example, not a result from a named store. Read-only access is enough for every check; make any change yourself.

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