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Quarterly Business Review Template

Four sheets and four documents for a customer QBR: the quarter scored against their goals, every value figure checked, and an internal renewal read.

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What you get

Pack of 8 files: 4 documents, 4 spreadsheets

Quarterly Business Review Template
  • Goal AttainmentSpreadsheet
  • Usage and Adoption TrendSpreadsheet
  • Open Issues and CommitmentsSpreadsheet
  • Value ClaimsSpreadsheet
  • Value Realized SummaryDocument
  • QBR NarrativeDocument
  • Next-quarter PlanDocument
  • Renewal ReadDocument
RiverQuarterly Business Review Template

Value Realized Summary

Corveth Retail Group, Q3, prepared for operations leadership

Every figure below carries what it was measured against, over what period, and whose data it came from. Only the incremental change is counted.

1. What we can show you

Outcome, in your wordsFigureMeasured againstClass
The Friday close now runs in under two hours across all six regions1h 47m7h 20m median, eight weeks before go-liveMeasured
Uncovered weekend shifts in the north19 to 3Q1 2025, your scheduling exportMeasured
Overtime across the estate-4%Q3 2024. The estate was already falling 7% year on year, so only the residual is claimedMeasured
Agency spend, year to date-$310,000FY2024, your figure, from your Finance Business PartnerYou supplied

2. What we are not claiming

ClaimWhy it is not here
Rota build time down 62%Instrumentation started at go-live. There is no before
Roughly $480,000 saved a yearModelled from a benchmark, not measured on your data
Scheduling satisfaction improvedSix survey responses. One person moves that score 17 points

3. Stated confounders

You hired 22 seasonal staff into the northern regions in July, which improves weekend coverage on its own. Three of the sixteen recovered weekends are attributed there rather than to us.

Four defensible figures beat nine that invite a question. The arithmetic behind each one is on the second page in full.

Page 1 of 1233 words

How to run a quarterly business review (QBR)

A quarterly business review (QBR) is a meeting where an account team and a customer's leaders measure the past quarter against the customer's goals and plan the next one. A good QBR scores the outcomes the customer bought your product for, using measures both sides agreed on. It shows only results their finance team could verify, owns the misses, and ends with dated commitments from both sides.

The meeting is the easy part. The real work is deciding, before anyone builds a slide, which goals you are scoring and which numbers will survive a question.

A man presents line and bar charts on a large screen to three colleagues taking notes at a meeting table
Show only the numbers you could defend if their finance team asked. Photo: Vitaly Gariev on Unsplash

Start from the goals they bought it for

Score the quarter against what the customer bought your product to achieve, not how much they used it. Customer success consultant Lincoln Murphy defines a goal as an objective, plus conditions, plus a time frame1. In his example, a customer wants $250,000 more in sales by the fourth quarter, but won't feel successful unless new customers average $12,000 a year. Without a time frame, he writes, a goal is just a wish.

Look for written goals first: the order form, the statement of work, the business case the buyer approved, and the definition of value from your customer onboarding plan. Then read the call notes and emails from the deal. Record where each goal came from. Scoring a customer against a goal they never agreed to turns the review into an argument.

Where a goal came from, and how to use it

SourceWhat it looks likeIn the review
ContractA success criterion in the order form or statement of workScore it against its target
Dated callSaid by a named person on a call you can dateScore it, quote their words, and confirm the target in writing
Account teamRepeated in your own decks, with nothing from the customer behind itRaise it as a question, not a result
Never statedA goal you assume they haveAsk whether it matters before you measure it

Gather four quarters of evidence

Collect the evidence before you draft anything, and take four quarters of it: one quarter is a reading, four show a direction. Cut usage by the unit the customer manages against, such as regions, teams or stores. A healthy total can hide one region that has stopped using the product.

  • Usage by the customer's own unit for the last four quarters
  • Seats licensed, activated and active, so the gaps between them show
  • Support tickets for the quarter, cut by the same unit
  • Both sides' commitments from the last review, still under their original due dates
  • The contract record, with the renewal date and notice period

Explain every big movement before the meeting. A jump often traces to something on the customer's side, such as a training session or a new manager. A fall is what they will ask about first, so find its cause before the call, not during it.

Check every number before it goes on a slide

Write each figure you plan to show as the sentence you would say in the room. Then put it through four checks. The customer's finance team may test any number you show, and one that fails costs more trust than it ever earned.

Four checks for every value claim

CheckAskIf it fails
BaselineMeasured against what, over which period, from whose data?Report the current level, not an improvement
IncrementalHow much would have happened anyway?Claim only the difference
EvidenceMeasured from their data, supplied by them, or modeled?Keep modeled figures internal
Other causesWhat else changed in the same period?Name it beside the number

Federal cost-benefit guidance has asked for the same incremental check for decades. The White House Office of Management and Budget tells analysts to count only incremental gains as benefits2, or to record what a program displaces as a cost.

The Government Accountability Office's guide to designing evaluations notes that a program's observed outcomes typically reflect a combination of influences3, including other programs and economic conditions. So if a hiring wave or a price change landed in the same quarter, name it beside your number.

ExampleOne claim, checkedAn illustrative example written for this guide. Corveth is a made-up grocery chain.

Drafted: "Overtime is down 11% across your stores since launch."

Baseline: overtime hours in the same quarter last year, from Corveth's own scheduling export.

Already happening: overtime was falling about 7% a year before launch, so the claim is about 4 points, not 11.

On the page: "Overtime fell 11% year on year. About 4 points of that go beyond the trend already under way."

  • Both numbers shown. Gross and incremental side by side make the smaller claim believable.
  • Their data. The baseline comes from Corveth's own scheduling export, so their finance team can check it.

Survey scores need the same care. Bain & Company, which created the Net Promoter Score, calculates it as the percentage of promoters minus the percentage of detractors4. With six responses, each person is a sixth of the total, so one move from passive to promoter shifts the score about 17 points. Show the response count beside the score, or leave the score out.

Build the QBR around their goals

Gainsight, which makes customer success software, advises against preparing QBRs in isolation5 and suggests co-presenting with your champion. Numbers your champion presents to their own leaders are numbers they have already accepted.

Send a one-page value summary a few days ahead, so the meeting is spent on decisions, not reading. Then take the room through seven parts, in this order.

  1. What you bought this for

    Each goal and its source, with any new goal raised as a question.

  2. Where the quarter landed

    Target, actual and data source for each goal. Every miss gets a reason and an owner.

  3. Value realized

    Only figures that passed the checks, each with its method, plus a line on what you left out.

  4. Adoption

    Usage by their own unit over four quarters, with the cause of each big change.

  5. What didn't go well

    Open issues, with your side's failures and late commitments first.

  6. Next quarter

    Up to three commitments from each side, each with an owner and a date.

  7. Decisions needed today

    Two or three yes-or-no questions, asked before anyone leaves.

Say what went wrong before they do. The customer already knows which goals slipped, and a review that skips them reads as a sales pitch. Naming your own misses is what makes the value section believable.

Close with dates, then write the renewal read

End with the next quarter's plan: two or three goals with measures, and commitments from both sides with named owners and dates. Add any measurement you still need, such as a missing baseline, so the next review can claim what this one couldn't. Set the next review's date before the call ends.

Then write a renewal read for your own team. Take the renewal date and notice period from the signed contract, not from memory; a contract summary dates each deadline from the clause itself. Call the account safe, at risk or unknown, and name the one change most likely to move it. This read never goes to the customer.

Count back from the notice period

If the contract renews unless someone gives notice, the date that matters is the renewal date minus the notice period. Hold the review well before it.

Before the review

  • Every goal shows where it came from, and unsourced goals are questions
  • Every claimed change has a baseline, a period and an evidence class
  • Only the incremental part of each gain is claimed
  • Survey scores show their response counts
  • Your side's missed commitments appear with their original dates
  • Two or three decisions are written as yes-or-no questions
  • The renewal date and notice period come from the contract

To start faster, use the template on this page. Open it with Edit with AI and River rebuilds the goals and runs the claim checks from your contract paperwork and usage data.

How to use this template

Use the files as they are, or open them in River with Edit with AI. River asks for the account's paperwork first, then the usage export, support history and last review's notes. It rebuilds Goal Attainment with the source of every goal and fills in the usage and commitments sheets. Then it runs each figure you want to show through Value Claims and drafts the customer documents and an internal Renewal Read.

Where something is missing, such as a baseline from before launch, River says so and keeps that figure off the customer page rather than estimating it. When setup is done, it tells you what the review can prove, what it can't, and the one thing most likely to decide the renewal.

  1. Download it or open it in River

    Download the four sheets and four Word documents free, or open them in River with Edit with AI.

  2. Send the account's paperwork

    Start with the order form, statement of work and deal notes, then add usage, support history and last review's notes.

  3. Rebuild goals, then check claims

    Fill Goal Attainment with each goal's source, then put every figure through Value Claims before drafting anything.

  4. Present it and follow up

    Share the customer documents built from cleared claims, keep the Renewal Read internal, and date every commitment.

What's in the template

The sheet that decides what you are allowed to sayGoal Attainment with a provenance on every row, Value Claims with its verdicts, and adoption cut by the unit the customer actually manages against.
Quarterly Business Review Template
RiverGoal Attainment

Goal Attainment

Illustrative rows for a fictional grocery chain, Corveth Retail Group, in the third quarter of a two year agreement.

Goal, as they stated itProvenanceSourceActualStatus
Friday close under two hours in all six regionsContractSOW 3.21h 47m medianMet
No uncovered weekend shifts in the northCallOps Director, 12 Feb3, down from 19Partly met
One labour cost view for regional managersContractSOW 3.44 of 6 regionsMissed, ours
Reduce agency spendAccount teamNobody can name a sourceNot measurableUnsourced
Overtime under 4% of regional labour costContractOrder form appendixNeeds their payroll extractCannot measure
Self-serve onboarding rota for store managersCallHead of Retail Ops, 4 AugNot instrumented yetNew this quarter

Unsourced is not the same as unmet. Agency spend appears in three internal decks and in no customer document or call. It goes to the review as a question to confirm, never as a result, because scoring an account against a goal it never agreed to is how a review turns adversarial.

A goal that cannot be measured is stated as not measurable, with the blocker named. It is never estimated into a number.

RiverValue Claims

Value Claims

Every figure that would be said out loud, written as the sentence it would be said as, then checked.

ClaimClassBaselineGrossIncrementalVerdict
Friday close under two hoursMeasured7h 20m, pre go-live-5h 33m-5h 33mCleared
Uncovered weekends 19 to 3MeasuredQ1 2025-16-13Cleared, confounder stated
Overtime down 11%MeasuredQ3 2024-11%-4%Cleared at the incremental figure
Agency spend down $310,000They suppliedFY2024, their figure-$310k-$310kCleared, attributed
Roughly $480,000 saved a yearModelledNonen/an/aInternal only
Rota build time down 62%MeasuredNone. Telemetry began at go-live-62%Cannot computeStruck
Every region live on the cost viewMeasured0 at go-live4 of 64 of 6Struck, corrected to a miss

Gross and incremental are different columns for a reason. Overtime fell 11%, and the estate was already falling 7% a year before anyone signed. Four points is what this product can claim, and showing both numbers is what makes the four believable.

A struck claim does not get softened into a directional word. It comes out, and the review names it in the not-claiming section.

RiverUsage and Adoption

Usage and Adoption Trend

Cut by region, because regions are what Corveth manages against. Four quarters, so the column shows a direction rather than a reading.

RegionSeats24Q425Q125Q225Q3TicketsCause found
North East520.310.580.790.854Two floor sessions in July
North West480.280.510.740.816Same sessions, plus seasonal hiring
Midlands440.440.670.810.843At its ceiling, live longest
South East410.360.550.520.4119Finance mapping never finished. Ours
Wales170.000.120.290.351Onboarded with no launch support
Ellersby Foods00.000.000.000.000Acquired in May. Not in the contract

One falling region beats five rising ones. South East is the only estate segment going backwards, it holds nineteen of the quarter's tickets, and the root cause is a data mapping our own solutions engineer paused in July. That is the line the customer opens with, so it is the line the review opens with.

Every movement carries a cause, or it carries the words no cause found. An unexplained fall named honestly reads better than a total that hides it.

  • Goal Attainment sheetEach goal in the customer's words, where it came from, its target and date, and how it landed.
  • Usage and Adoption Trend sheetSeats, activation and weekly use by the customer's own unit over four quarters, with the cause of each change.
  • Open Issues and Commitments sheetBoth sides' promises and open issues, with owners, due dates, days late and the goal each one blocks.
  • Value Claims sheetEvery figure you might show, with its baseline, evidence class, gross and incremental change, and verdict.
  • Value Realized SummaryThe one page the customer forwards internally, with the method beside every figure and what was left out.
  • QBR NarrativeThe review in seven parts, from the goals they bought it for to the decisions needed today.
  • Next-quarter PlanCommitments in both directions with owners and dates, plus the measurement to add before the next review.
  • Renewal ReadInternal only: the renewal date, the notice period, the account's position and the one change that moves it.

Common questions

What should a quarterly business review include?

A QBR should cover the customer's goals and where each came from, and how the quarter landed against them. Add the value figures you can defend, adoption by team or region, open issues, and commitments from both sides for next quarter. Close with the decisions you need, and leave out feature tours.

Who should attend a QBR?

Invite the customer's executive sponsor, your day-to-day champion and the managers who own the goals being scored. From your side, bring the customer success manager and the account executive, plus an executive for your largest accounts. Keep the group small enough to talk, and list each attendee's role on the invitation.

How often should you hold a QBR?

Hold one every quarter for large or fast-changing accounts. For smaller accounts, twice a year or a written summary is often enough. Whatever the rhythm, agree the next date before the meeting ends, and hold it well before the renewal notice period starts.

What if we have no baseline from before launch?

Don't present the figure as an improvement. Report the current level instead, say on the page which claim you left out and why, and make building a baseline one of next quarter's commitments. Without a starting point, a number shows where things stand, not how much they changed.

Should you pitch expansion in a QBR?

Pitch expansion only when the renewal is clearly safe. The review is for results and next steps; your renewal assessment and expansion math belong in an internal document the customer never sees. Pitching more seats to an account that's at risk tends to turn the renewal into a negotiation.

Is this quarterly business review template free?

Yes. Download the four CSV sheets and four Word documents with no signup. The sheets come filled in for a made-up retail chain, so you can see how each one works before you clear it. Edit with AI opens the same template in a free River workspace.

What does Edit with AI do?

It opens the template in a free River workspace. River asks for your contract paperwork, deal notes, usage export, support history and last review's notes. It rebuilds Goal Attainment with each goal's source, checks every figure in Value Claims, then drafts the review and an internal renewal read. Nothing reaches the customer until you send it.

Sources

  1. Sixteen Ventures. “Customer Success: Defined (2024).” sixteenventures.com (opens in a new tab)

  2. Office of Management and Budget. “Circular A-94: Guidelines and Discount Rates for Benefit-Cost Analysis of Federal Programs.” whitehouse.gov (opens in a new tab)

  3. U.S. GAO. “Designing Evaluations: 2012 Revision (Supersedes PEMD-10.1.4).” gao.gov (opens in a new tab)

  4. Bain & Company. “Measuring Your Net Promoter Score℠.” netpromotersystem.com (opens in a new tab)

  5. Gainsight. “How to Conduct Effective Quarterly Business Reviews, QBRs.” gainsight.com (opens in a new tab)

Written by

Chandler Supple

Co-founder & CEO, River

Chandler has spent the last six years working in AI, building tools for millions of users and Fortune 100 companies. In 2025, he co-founded River to build a new kind of operating system for AI agents.

Reviewed by

Brian Joseff, Co-founder, River