Step-by-step guides covering server-side tracking, TikTok CAPI, inventory, email marketing, P&L reporting, and workflow automation. Every system costs $0 to deploy and takes under 10 minutes.
Accurate conversion data is the foundation of every scaling decision you make. When Meta's Ads Manager shows 41 purchases but Shopify shows 68 orders, your algorithm is training on a systematically biased sample of your actual customers — and bidding wrong as a result. Server-side tracking sends purchase events directly from Shopify's backend to each ad platform's API, bypassing the browser entirely. Apple cannot block a server-to-server request.
The free Make.com setup covers all three platforms from a single Shopify Order Payment webhook. One scenario. Three branches. Meta Conversions API, Google Enhanced Conversions, and TikTok Events API simultaneously. The same technical outcome as Elevar ($150/mo) or Triple Whale ($299/mo) — at $0/month, with your data in your workspace.
TikTok advertising audiences skew younger and more iPhone-native — meaning the iOS tracking gap is proportionally larger for TikTok campaigns than for Meta. TikTok's own data shows a 19% average increase in attributed events after Events API implementation. For stores with high mobile traffic, the actual recovery frequently reaches 30–40%.
The critical detail every other guide misses: TikTok's purchase event is called CompletePayment — not "Purchase". Using the wrong name sends events to the wrong category in Events Manager and they will not feed into Purchase campaign optimisation. Check your pixel mode before starting — you cannot change it after creation.
Shopify Stocky was removed from the App Store on February 2, 2026 and will stop functioning entirely on August 31, 2026. Any purchase order history, stocktake records, and inventory data not exported before that date will be permanently deleted. Supplier data cannot be exported automatically — you must record it manually before the deadline.
Stocky Swap does not just replace the inventory tracking Stocky provided — it does it better. Every order auto-populates a Google Sheet you own entirely, in your Google account, with no vendor lock-in. You can build pivot tables on it, connect it to Looker Studio, share it with your accountant, and it will never shut down because a company decided to deprecate it.
Every "free Klaviyo alternative" guide recommends Omnisend (250 contacts), Brevo (300 emails/day cap), or Mailchimp (500 contacts). None of these are genuinely free for a functioning Shopify store. Systeme.io provides 2,000 contacts and unlimited email sends permanently — on top of sales funnels, CRM, course hosting, and affiliate management that Klaviyo never included at any price.
The migration takes 30 minutes. Export your Klaviyo contacts as CSV, import to Systeme.io, rebuild your welcome and abandoned cart sequences in the visual workflow builder. Your key automations — welcome flow, abandoned cart, post-purchase sequence — are all supported on the free plan. On the day you cancel Klaviyo you stop paying $150–$400/month.
The difference between this and a static Google Sheets template: a Make.com webhook populates a new row automatically every time a Shopify order is paid. You never manually enter data. Revenue, COGS calculated from your cost-per-item data, Shopify transaction fees, and net profit appear within 60 seconds of every purchase. If you already have CAPI Shield or Stocky Swap deployed, this is a single additional branch on your existing scenario — setup takes under 3 minutes.
Connect the sheet to Looker Studio for visual dashboards. Share it with your accountant with a read-only link. Build a pivot table to see profit by product. Add conditional formatting to flag low-margin orders. All free, all in tools you already have, all permanently yours.
Make.com's free plan gives you 1,000 operations per month — 10× more than Zapier's 100 free tasks, and critically includes webhook triggers and HTTP modules on the free tier. Zapier locks both behind paid plans starting at $29/month. Shopify Flow is not free — it requires Shopify Plus ($105+/month) and cannot send data to external tools like Google Sheets, Meta CAPI, or TikTok.
The key architectural insight: one Shopify Order Payment webhook trigger, multiple parallel branches. Every branch runs simultaneously from the same trigger event, using the same operation count as a single-branch scenario. Meta CAPI + Google Enhanced Conversions + TikTok Events API + Google Sheets inventory + Google Sheets P&L — five destinations, one webhook, $0/month.
The Autocrat Quota Fix becomes essential once you're processing 300+ orders per month on Make.com's free tier. Google Apps Script has daily execution quotas — when these are hit, your automations stop silently without error notifications. Batch processing design and trigger architecture changes prevent this entirely. Deploy Autocrat Fix before you hit the limit, not after you discover broken automations.
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