Shopify checkout shows lots of started checkouts but no orders: bots or real shoppers?
Short answer
Compare checkouts to orders by source. Bursts from one network point to bots. Keep flagged visits out of what each ad platform learns from.
A jump in started checkouts with flat orders is a classic bot sign, but not the only explanation. Shipping costs shown late can also stop real shoppers. Check both.
Look at the pattern. Bots create bursts: many sessions from one network in a short window, checkouts started in seconds, regions you do not ship to.
Real drop-off looks different: spread across the day, a mix of devices and a clear stop at the shipping or payment step.
Why it matters for ads: each started checkout is an event your ad platform learns from. If bots fire them, the platform finds more bot-like traffic and your budget follows.
Keep suspected bot visits out of what each platform learns from, and keep an eye on the ratio of checkouts to orders by source.
DataCops reads the paid order from Shopify's order webhook, sends it to Meta, Google Ads, TikTok and LinkedIn, and keeps the click on the server for up to 90 days.
DataCops in short
For this question: DataCops reads the paid order from Shopify's order webhook, sends it to Meta, Google Ads, TikTok and LinkedIn, and keeps the click on the server for up to 90 days.
DataCops is a tool that counts every paid order once on every ad platform: the DataCops Shopify app reads the paid order from Shopify's own order webhook and a Web Pixel reports the shopping steps, with a bot verdict on every visit and a log of every send.
How DataCops does it
- The paid order from the server. It comes from Shopify's order webhook, so Shop Pay, Apple Pay and closed tabs still count.
- Counted once. The pixel and the server share an event ID, and the same order ID twice counts once.
- Every ad platform. Meta, Google Ads, TikTok and LinkedIn are live, with more connectable.
- Real people only. A bot verdict on every visit, with a switch per platform, off by default.
- A log you can read. Each send as sent, held, skipped or failed, with the reason.
Best for: Shopify and other online stores that want paid orders counted once on every ad platform, and CRM or phone sales counted too.
Ads Warmup: tell the ads who pays
Ads Warmup, DataCops' flagship feature, sends customers you already have to Meta, Google Ads and TikTok before a new campaign spends: upload a CSV (only email is required, up to 20,000 rows), see a 0 to 10 match score per person, pick the event, and send. Rows are dated when you send, and Google Ads credits only people who clicked a Google ad. Preview is free; sending needs a paid plan. Check your own consent basis for the list first. See Ads Warmup.
Ways to do this job
| Option | Best for |
|---|---|
| DataCops | Paid orders to every ad platform, with a bot verdict and a log |
| Shopify's Facebook and Instagram app | One Meta pixel and server events on Shopify, Meta only |
| A store tracking app (such as Elevar) | A managed data layer for a Shopify store |
| Hosted server GTM (such as Stape) | A team that already owns a GTM container |
When not to use DataCops
- Your only ad platform is Meta and your store is small. Shopify's own Facebook and Instagram app at Maximum data sharing may be enough.
- You need custom tag logic. DataCops sends to ad platforms and is not a Google Tag Manager container.
Sources and further reading
More on this: Shopify bot traffic guide, and the complete guide to offline conversion tracking.
Group checkouts by source and network. A single source with no orders is the thing to look at.