Harpy Glossary

QBR (Quarterly Business Review)

Amazon & D2C glossary · Harpy Media

A QBR (Quarterly Business Review) is a structured sit-down every ninety days: performance against plan, what is working and what is not, and the commitments that carry into the next quarter. On the vendor side it is a routine with the platform’s teams; internally it is how a brand stops drifting.

What is QBR?

A QBR (Quarterly Business Review) is a structured sit-down every ninety days: performance against plan, what is working and what is not, and the commitments that carry into the next quarter. On the vendor side it is a routine with the platform’s teams; internally it is how a brand stops drifting.

Its value is not the meeting, it is the forcing function. A quarter is long enough for trends to be real and short enough to correct them while they still are. Businesses that review on that rhythm catch margin erosion, ranking slides, and advertising drift in time to do something about them.

What belongs in the review

Four blocks, in order. Results: revenue, margin, and the handful of metrics that actually drive the business — conversion, session growth, advertising efficiency, return rate, inventory health. Diagnosis: why each moved, with the evidence rather than the narrative. Decisions: what changes, who owns it, by when. And commitments: what the next quarter is expected to deliver.

The discipline that makes it useful is arriving prepared — with your own numbers, pulled before the meeting. In any review with a partner, the side that brings the data sets the agenda; the side that reacts to someone else’s data spends the meeting defending rather than deciding.

Making it change something

The common failure is a review that produces observations instead of actions. Every diagnosis should end with an owner and a date, whether it concerns pricing, a listing, advertising structure, or a supply chain decision, and the following quarter should open by checking whether the last one’s commitments happened.

Run quarterly at the business level and monthly at the operational one: the quarter is the right cadence for strategy, staffing, pricing architecture, and catalogue direction, while monthly is where advertising, stock, and listing changes live. Sellers who try to make every decision annually discover them a year late.

Quarterly Net Margin (%) = ((Gross Quarterly Revenue − Total Quarterly Expenses) ÷ Gross Quarterly Revenue) × 100The headline number for the review — with the movements behind it explained metric by metric, not asserted.

In practice

A brand runs its Q2 review in early July and finds search traffic flat while detail-page conversion has fallen four points. The diagnosis identifies a competitor running an aggressive video campaign launched in May, and the decision follows immediately: the Q3 budget is reallocated to upgraded lifestyle imagery and a modest price adjustment. Conversion recovers by August and the market-share slide stops.

⚠️ Watch out. Reviewing the quarter by looking at the dashboard and moving on. The merchant notices nothing wrong at the top level, lets automated campaigns and inventory rules continue unchanged, and only discovers the conversion decline — and its revenue cost — several months later, when the trend has had a whole quarter to compound.
💡 Harpy tip. Put a fixed date in the calendar, bring your own numbers, and end every review with decisions rather than observations: what changes, who owns it, and when it will be checked. Then open the next review by verifying the last one’s commitments.

How Harpy Media helps

Quarterly reviews are part of how we run accounts: metrics pulled before the meeting, causes diagnosed with evidence, and actions assigned with owners and dates so the quarter ends differently from how it started.

QBR FAQ

What is a QBR?

A Quarterly Business Review — a structured every-ninety-day assessment of performance against goals, covering results, diagnosis, and the commitments for the next quarter. It runs on the vendor side with the platform’s teams, and internally as management rhythm.

What should a QBR cover?

Revenue and margin, the core operating metrics (conversion, sessions, advertising efficiency, returns, inventory health), the reasons each moved, and the specific actions and owners that follow.

How is a QBR different from a monthly review?

Scope and cadence: monthly reviews handle advertising, inventory, and listing changes; the quarterly review handles strategy, pricing architecture, catalogue direction, and the commitments that shape the next ninety days.

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