- What does CartWatch consider a bot?
- CartWatch scores each checkout using a combination of behavioral signals (disposable email patterns, suspicious address data), email validation via ZeroBounce, and US address intelligence via Smarty. Checkouts that score above the detection threshold are classified as bots.
- How does CartWatch score checkouts?
- Each checkout is scored in real time as webhooks arrive from Shopify. CartWatch evaluates email quality, address validity, and other behavioral signals. Each signal contributes to a composite score — if it crosses the bot threshold, the checkout is flagged.
- What happens when CartWatch flags a checkout as a bot?
- CartWatch tags the Shopify customer account with CARTWATCH_FLAGGED_BOT, logs the detection with all scoring signals for your review, and — if connected — suppresses the email address in Klaviyo and/or Omnisend.
- What does the CARTWATCH_FLAGGED_BOT tag do?
- The tag is applied to the Shopify customer record. You can use it to exclude tagged customers from abandoned cart flows, segments, and marketing lists. It acts as a persistent signal that the account was identified as a bot.
- Can CartWatch make mistakes and flag real customers?
- CartWatch is designed to be conservative, but no detection system is perfect. Every flagged checkout is logged with its full scoring context so you can review decisions. If you believe a real customer was flagged, you can remove the tag manually in Shopify.
- What if a flagged checkout is later updated by a real customer?
- CartWatch monitors checkout updates. If a checkout that was previously flagged receives a fresher update that scores below the threshold, CartWatch automatically reverses its actions: it removes the Shopify tag and unsuppresses the profile in Klaviyo and Omnisend.