Operations studySeasonal Operations$3.57M event reviewedDavid Demid

A repeatable playbook for a $3.57M Prime Day

I coordinated the post-event review and follow-through for a four-day event reporting $3.57M in sales, turning cross-team findings into owned actions for the next planning cycle.

Client
Amazon bedding company / US marketplace
Period
July - August 2025 / event report 8-11 July 2025
Contribution
Post-mortem coordination, action tracking and cross-team follow-up
A seasonal calendar with planning, event and review stages

Delivered result

An evidence-backed Prime Day review and repeatable follow-up process: departmental findings, assigned actions and a readiness loop reused in later seasonal planning. The reviewed 8-11 July 2025 event recorded $3,565,677.61 in company sales and 101,778 units.

The result

I helped turn a major sales event into an operating asset. Instead of leaving findings in a retrospective, I coordinated evidence collection, captured departmental actions and followed the work into subsequent readiness discussions.

The result was a documented review-to-action loop around a $3.57M, four-day Prime Day event. Advertising, stock and commercial decisions could be carried forward with clear ownership.

The challenge

A major marketplace event is not just an advertising spike. Sales depend on stock arriving, eligible promotions, product presentation, paid-media decisions and the team's ability to react together.

The task was to preserve what the team learned from Prime Day and turn it into concrete follow-up rather than another retrospective presentation.

My contribution

I participated in the cross-functional review, recorded and followed up on actions, and coordinated the collection of the marketing and sales inputs. Sprint notes document requests to complete the post-mortem tracker, collect departmental evidence and prepare the next review.

Advertising, inventory, finance and channel specialists owned their respective execution. This case describes the operating process around that work.

Event snapshot

The archived marketing and sales workbook reports the following for 8-11 July 2025:

Reported measure Value Scope
Total sales $3,565,677.61 Company event sales in the workbook
Advertising spend $274,898.85 Event advertising spend
Advertising orders 29,124 Orders in the advertising reporting block
Units 101,778 Event units reported by the workbook

The four-day event generated $3.57M in company sales and 101,778 units, giving the review a substantial operating baseline for the next seasonal planning cycle.

From review to decisions

The working review joined four questions:

  • Availability: which items risked running out, and where was stock actually sellable?
  • Promotion readiness: which price and discount mechanics worked, and which low-stock items should stop receiving extra demand?
  • Media execution: what happened in the pre-event ramp-up and during the event?
  • Ownership: who needed to validate each finding and carry it into the next plan?

The review also captured smaller operating issues, such as avoiding offers for products that were not available for fulfillment. The value came from connecting those issues to owners and dates.

Prime Day planning, event review and assigned follow-up workflow

Documented outcome

The archive contains the event workbook, a kick-off recap, departmental actions and later readiness discussions that refer back to the previous post-mortem dashboard and intake process. That establishes a repeatable planning loop: prepare, execute, review, assign and revisit.

The completed output was an operating playbook with evidence, actions and follow-through. Event sales reflect the wider team's execution; my contribution made its lessons reusable rather than isolated to one event.

Source notes

2025 Prime Day marketing and sales workbook for 8-11 July, the 31 July kick-off recap, departmental action tracking, subsequent sprint notes and the following season's readiness discussion.

Marketing and sales operations, Amazon promotions and Amazon inventory analytics.

Discuss your seasonal planning.

Prime Day reporting for 8-11 July 2025, supported by the post-event review, departmental action tracker and subsequent seasonal-readiness discussions.