Shopify Store Doctor

Shopify Store Doctor: practical plan

Diagnostic sequence

1. Validate measurement

Confirm analytics consent, event definitions, duplicate events, bot filtering and date ranges. Reconcile orders with Shopify backend totals. Separate new and returning visitors.

2. Locate funnel loss

Compare product views, add-to-cart, checkout start and purchase by device, source, landing page and product. Inspect cart errors, shipping surprises, payment availability and stock changes.

3. Review customer experience

Test navigation and search with real shopper tasks. Check product images, sizing, shipping, returns, care details, trust information and mobile readability. Look for missing answers rather than assuming design is the issue.

4. Prioritize fixes

Fix broken or misleading flows first. Then test one high-impact change at a time, such as clearer delivery cost visibility or improved product comparison.

Measures

Track purchase conversion and contribution per session, plus refunds, support contacts and checkout failures. Do not optimize add-to-cart if downstream purchase quality worsens.

Decision cadence

Establish baseline and sample needs, assign owners, test on comparable traffic, and review after conversion lag. Keep rollback available and record theme/app changes.

Measurement and review

Record the baseline, source, date range, denominator and owner. Use one primary measure plus quality guardrails; compare like-for-like cohorts and disclose missing data. Treat estimates as scenarios, not observed outcomes.

Risks and controls

Check relevance, consent, disclosure, workload and downside before scaling. Keep an evidence trail, obtain human review for material commitments, and pause if trust, quality or compliance signals deteriorate.

Next steps

1. Confirm the goal, audience and available capacity.
2. Gather the minimum evidence for a first test.
3. Assign an owner, budget and review date.
4. Run a small pilot, record outcomes and decide whether to iterate, expand or stop.