Plan the post-BFCM review before the promotion begins. You will need clean campaign records, product costs and a way to revisit orders after fulfillment and returns develop. A sales spike on the weekend is an early observation, not the final result of the campaign.
This is a review plan for the upcoming 2026 event. It does not report BFCM 2026 sales or claim results from an Eggflow customer.
December 1–3: close the sale cleanly
Remove expired banners and codes, verify that scheduled campaigns have ended, and check that old campaign links still lead to a useful page. If you extend an offer, explain the new terms honestly instead of pretending the original deadline never existed.
Record the major changes made during the event: discount adjustments, stockouts, budget shifts, checkout incidents and delivery-message changes. Preserve the dates and owners so later results can be interpreted in context.
Start retention with a completed customer job
For recent buyers, the first useful communication is usually about the order, delivery, setup or use of the product. Keep promotional eligibility and communication preferences separate from operational messages.
Offer relevant help before asking for another purchase. A product-care guide, a real setup answer or an appropriate replenishment reminder can be more useful than a broad discount. Choose the follow-up from the product's use cycle and the customer's actual order, not from a universal “send after seven days” rule.
Exclude customers with unresolved fulfillment or return problems from an inappropriate upsell sequence. Ask for a review after a realistic opportunity to receive and use the product; do not invent testimonials or condition help on a positive rating.
Build one reconciled campaign worksheet
Use a consistent period and timezone. Separate new and returning customers where your data supports it, and record:
Merchandise sales, discounts, cancellations and returns.
Product costs and the promoted product mix.
Shipping subsidy, fees, packaging and other variable costs.
Advertising spend and the contribution left afterward.
Delivery performance, support workload and unresolved issues.
Shopify's reports can differ because of timing and reporting definitions. In particular, returns in sales reports and refunds in payment reporting are not interchangeable measurements. Reconcile the difference rather than forcing both reports to match a headline total.
Revisit the cohort after the return period develops
Record an initial result, then schedule a later review appropriate to your actual delivery and return windows. Compare customers acquired during BFCM with a suitable earlier cohort, noting differences in products, offer, channel mix and seasonality.
Do not treat repeat-purchase intent as revenue. Measure actual repeat orders and their contribution when enough time has passed. Be explicit about costs or returns that are still estimates.
End with three operational decisions
Choose one offer to keep testing, one customer friction point to fix, and one process to change before the next peak. Assign an owner and an observation that will tell you whether the change worked.
A good review explains why something deserves to be repeated. It does not turn every increase into a success story or attribute all sales to whichever dashboard reports the highest number.
Merchant discussion: Which result will matter most in your post-BFCM review: contribution, repeat purchases, delivery reliability or lower support friction?
Continue on Eggflow Blog
When planning a relevant next purchase, use Eggflow's Shopify upsell guide to review product fit, added cost and contribution before showing an upgrade or complementary offer.
For an example of connecting a holiday promotion to a longer customer relationship, see the closing section of the seasonal campaign planning guide and adapt the idea to the product's real use cycle.
Sources and further reading
Platform references checked October 31, 2026. The review framework is an editorial planning method.
Shopify: sales-report discrepancies, returns and refunds
Shopify: profit reports
Browse the BFCM 2026 guide series.
