Cross Sell replaced a manual process that took 2 hours daily. ROI was clear within the first month.
+ Scales well as we grow · Integrations worked on first try
Recommend complementary products in post-purchase emails and packing slip inserts via QR.
This automation starts when shopify order fulfilled webhook + weekly association refresh. It webhooks process via webhooks, google sheets process via google sheets, x (twitter) process via x (twitter), and klaviyo post, then selects top 3 in-stock cross-sells, embeds in Klaviyo post-purchase email day 3, generates unique QR on packing slip PDF linking to collection landing page with.
Read-only visualization of how data moves from trigger to final result.
Shopify order fulfilled webhook + weekly association refresh
Order fulfillment webhook queries association rules mined weekly from order line co-occurrence in BigQuery or Sheets
Order fulfillment webhook queries association rules mined weekly from order line co-occurrence in BigQuery or Sheets
customers who bought X also bought Y
selects top 3 in-stock cross-sells, embeds in Klaviyo post-purchase email day 3, generates unique QR on packing slip PDF linking to collection landing page with
selects top 3 in-stock cross-sells, embeds in Klaviyo post-purchase email day 3, generates unique QR on packing slip PDF linking to collection landing page with
Process via Shopify
Process via Webhooks
Process via Google Sheets
Process via X (Twitter)
Post
Remove repetitive steps from Cross Sell so your team focuses on high-value work.
Connected apps sync data automatically instead of copy-paste between dashboards.
Standardized logic runs the same way every time, with retries on failure.
Automation runtime
Connect required apps via OAuth or API keys. Credentials are encrypted server-side. Dev test runs mock external actions when connections are missing.
Est. setup time: ~14 min
Schedule trigger
Activate this workflow to provision the trigger endpoint.
No runs yet. Install the template and run a test, or activate to receive webhook/schedule runs.
Order fulfillment webhook queries association rules mined weekly from order line co-occurrence in BigQuery or Sheets—customers who bought X also bought Y—selects top 3 in-stock cross-sells, embeds in Klaviyo post-purchase email day 3, generates unique QR on packing slip PDF linking to collection landing page with pre-applied bundle discount.
Some steps run in preview until their integrations go live.
Shopify fulfillments, BigQuery or Sheets co-purchase matrix, Klaviyo, PDF packing slip.
Weekly job recalculates SKU pairs with min support count threshold.
Inventory check before recommendation render.
Unique Bitly per order tracks scan-to-purchase attribution.
Review top pairs manually before enabling auto-send.
| Variable | Type | Default | Required |
|---|---|---|---|
| Business Name | text | Your Business | Yes |
| Notification Email | — | Yes | |
| Timezone | select | — | Yes |
| Shopify Store Domain | text | No | |
| Google Sheet ID | text | No | |
| Sheet Range | text | Sheet1!A:Z | No |
Season tag on association rules deprioritizes off-season items.
Config excludes same-category pairs to diversify basket.
Cross-sell disabled for wholesale customer tags.
Toggle channels per product margin strategy.
Our team can adapt this template to your exact workflow, apps, and brand requirements.
101 total reviews
Cross Sell replaced a manual process that took 2 hours daily. ROI was clear within the first month.
+ Scales well as we grow · Integrations worked on first try
We deployed this across three locations and saw immediate time savings. The Cross Sell workflow handles edge cases we didn't expect it to.
+ Saved our team 10+ hours weekly · Reliable triggers every time
− Took longer than estimated for advanced config
Solid template. We duplicated and tweaked variables for our brand. Would recommend for teams starting automation.
+ Setup was straightforward · Great documentation
Order fulfillment webhook queries association rules mined weekly from order line co-occurrence in BigQuery or Sheets—customers who bought X also bought Y—selects top 3 in-stock cross-sells, embeds in Klaviyo post-purchase email day 3, generates unique QR on packing slip PDF linking to collection landing page with pre-applied bundle discount.
Activate Cross Sell with default variables and run a sandbox test.
Scenario: New user installs template and validates output in under 15 minutes.
Connect live apps, map business rules, enable monitoring alerts.
Scenario: Team deploys to workspace after QA sign-off on test runs.
Version 1.2.0 — Improved reliability and Slack notifications for Cross Sell.
Current version: 1.2.0
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