Pricing and sales

Price and Sales: How to Set It, Raise It and Discount It

How to choose a price, increase it without losing volume, and run promotions that actually pay.

Price ≠ cost-plus. Discount ≠ growth. Volume ≠ profit.

Ilya Sabirov: Product Marketing Manager since 2012. Built a marketing agency from idea to 230+ clients in EdTech and $3M ARR (Sabirov.Capital). Was a CMO and Head of User Acquisition, managed a budget of $1M per month. MBA instructor.

Price is the strongest profit lever, and the least managed

11.1%
change in operating profit from a 1% better price
7.8%
from a 1% lower variable cost
3.3%
from 1% more volume

A price change flows almost entirely to profit, because costs stay the same. Extra volume has to pay its own variable costs first. Yet most companies manage volume daily and price once a year.

Source: Marn & Rosiello (1992), “Managing Price, Gaining Profit”, Harvard Business Review. Average economics of 2,463 companies.

The article has three parts: what price to set, how to raise it without losing volume, and what a promotion really does.

1What price should you set?

The price on the tag is not the price you earn

StepPer $100 of list price
List price$100
Invoice discount−$8
Volume rebate−$5
Payment terms−$3
Promo funding−$4
Pocket price$80

Every concession looks small. Together they take 20% of the price. Track the pocket price, not the list price.

Illustrative example. The price waterfall concept: Marn & Rosiello (1992), Harvard Business Review.

Three anchors: cost sets the floor, value sets the ceiling

AnchorRoleWhat it does
Your costthe floorCost-plus looks only here. It protects margin but never asks what the customer will pay.
Competitorsthe referenceCompetitor-based pricing copies the middle: useful as a reference, but it copies their mistakes too.
Customer valuethe ceilingValue-based pricing starts here. Strategy decides how much of the value you capture.

Cost-plus never asks what the customer will pay

Cost-plus
  • Cost $180 + $120 margin = $300
  • Competitor charges $330, so we charge $315
  • The question “what is it worth to the buyer?” is never asked
Value-based
  • The product saves the buyer $1,600 a month: $300 captures under a fifth of the value
  • If it saved only $150 a month, $300 would already be too much
  • First value, then price

The pricing pyramid: the number sits on top of four decisions

  1. Value creation. What does the customer actually get?
  2. Price structure. What exactly does the customer pay for?
  3. Value communication. Does the customer see the value?
  4. Pricing policy. Who may negotiate, and how far?
  5. Price level. How much?

Source: Nagle & Müller, The Strategy and Tactics of Pricing.

A B2B software example:

LayerExample
Value creationThe product saves 80 manager-hours a month, about $1,600
Price structure$300 per company, or $30 per user, or 2% of transactions
Value communication“You spend 120 manager-hours a month on this. We cut it to 40.”
Pricing policy5% for annual prepayment, 7% for volume, 10% for a reference case, 10% only with the commercial leader’s approval
Price level$300 per month

The structure alone can change the economics of the business without touching the product.

Perceived value = perceived benefits ÷ perceived sacrifices

Sacrifices
  • The price itself
  • Time to implement
  • Risk it will not take hold
  • Training the team
  • Justifying a new vendor to the boss
Benefits
  • Time and money saved
  • Lower risk of errors
  • Peace of mind for the team
  • Status of using a modern tool

Source: Kent Monroe, Pricing: Making Profitable Decisions. Price also acts as a quality signal, not only as a barrier.

Elements of value: what customers pay for besides function

Thirty elements of value in four tiers: functional (14), emotional (10), life-changing (5) and social impact (1). Most useful for consumer brands: for each customer segment, pick the 3–4 elements people really pay for, and price and communicate against them.

Source: Almquist, Senior & Bloch (2016), “The Elements of Value”, Harvard Business Review.

Seven ways to find a price, and what each one cannot tell you

MethodQuestion it answersMain limit
Cost-plusWhat must I charge to cover cost?Ignores the customer
Competitor-basedWhat is the market reference?Copies others’ mistakes
Value-basedWhat is it worth to the buyer?Needs customer data
Van WestendorpWhat price range feels acceptable?Stated, not real, behaviour
Gabor–GrangerHow does stated demand move with price?Stated, not real, behaviour
ConjointWhich features justify which price?Costly; hypothetical choices
Live price testWhat do customers actually do?Needs traffic; fairness risk

Van Westendorp: four questions give you an acceptable range

Ask each respondent four times: at what price would the product be…

  • too cheap: so cheap I doubt the quality
  • a bargain: cheap, but still a good deal
  • getting expensive: I would still consider it
  • too expensive: I would not consider it

Plot the cumulative curves. Where they cross marks the range of acceptable prices. It is a range to test, not the price to charge.

Source: Van Westendorp (1976), “NSS Price Sensitivity Meter”, ESOMAR Congress.

Surveys give a range. Behaviour gives the price

Stated choice
  • Van Westendorp, Gabor–Granger, conjoint
  • Fast and cheap to run
  • Good for a first range and for ranking features
  • People answer differently when no money is at stake
Real behaviour
  • Price tests with real customers
  • A/B test, test region or test store
  • Cleanest on new customers or new tiers
  • Run it long enough for the full buying cycle

Basis: Miller, Hofstetter, Krohmer & Zhang (2011), Journal of Marketing Research: stated willingness to pay depends on the measurement method; methods with real money at stake track purchases better.

Price elasticity: use the average only as a sanity check

−2.62
average price elasticity across the studies reviewed
1,851
elasticity estimates analysed
81
studies in the meta-analysis

On average, a 1% price rise cut unit sales by about 2.6%. Individual products vary widely, so measure your own SKUs and segments.

Source: Bijmolt, van Heerde & Pieters (2005), “New Empirical Generalizations on the Determinants of Price Elasticity”, Journal of Marketing Research.

A price rise pays if volume falls by less than this

Price increaseMargin 20%Margin 30%Margin 40%Margin 60%
+3%13.0%9.1%7.0%4.8%
+5%20.0%14.3%11.1%7.7%
+10%33.3%25.0%20.0%14.3%

Cells show the maximum volume loss that still leaves profit unchanged. Example: +5% on a 40% margin breaks even at an 11.1% volume loss.

Break-even loss = price rise ÷ (margin + price rise). Margin is the contribution margin as a share of the current price. The lower your margin, the less volume you can lose. The higher your margin, the more a small rise is worth.

2How to raise prices without losing volume

Slowly, selectively, and with the mechanics of perception on your side.

Companies keep only about a third of the increases they plan

32%
average implementation rate of planned price increases
5% → 1.6%
a planned 5% increase became 1.6% in practice
~2,000
companies surveyed in the 2017 global pricing study

The planned increase and the realised increase are two different numbers. Manage and report the second one.

Source: Simon-Kucher & Partners, Global Pricing & Sales Study 2017; “Why 97% of All Price Increases Fail” (Daus, 2017).

Why customers notice: three mechanisms of price perception

  1. Reference price. Customers remember the old price. The new price is judged against what they paid before, not against your cost.
  2. Just noticeable difference. Perception of change is proportional to the price level (Weber). Below the threshold, a change goes unnoticed.
  3. Loss aversion. Losses weigh more than equal gains, so a rise hurts more than the same discount pleases.

Gradual does not mean invisible: repeated small steps reset the reference price. The goal is a new normal the customer accepts, not a trick they miss.

Basis: Monroe (pricing and perceived value); Kahneman & Tversky (1979), Prospect Theory; Weber’s law.

Customers accept a rise they judge fair

Seen as unfair
  • Profit-driven, silent, opportunistic
  • Exploits a moment of high demand or no alternatives
  • Looks like a pure margin grab
  • Arrives without notice or reason
Seen as fair
  • Cost-driven, explained, shared
  • Follows a visible cost increase
  • The company shares some of the pain
  • Reason, timing and added value are explained

Basis: Kahneman, Knetsch & Thaler (1986), “Fairness as a Constraint on Profit Seeking”; Campbell (1999), “Perceptions of Price Unfairness: Antecedents and Consequences”, Journal of Marketing Research.

The gradual ladder: six moves, in this order

1
Stop the leakage
Cap discounts and exceptions before touching the list price.
2
Start where you are underpriced
Segment by value delivered, not one rise for everyone.
3
New customers first
Test on new cohorts, keep existing terms until the renewal.
4
Small steps on a schedule
Index annually, write the clause into contracts, no surprises.
5
Change the structure
Tiers, usage, fees and bundles can move revenue more than the tag.
6
Add value, then say so
Pair the rise with a visible improvement and a clear reason.

Ways to raise revenue per customer without moving the tag

LeverHow it worksWatch out for
Smaller discountsNarrow the gap between list and pocket priceSales pushback; track win rate
Good–better–best tiersMove customers to a higher-value tierTiers must differ in real value
Usage or per-seat pricingPrice scales with value receivedCustomers fear unpredictable bills
Fees and extrasCharge separately for optional servicesHidden fees destroy trust
Pack-size reductionSame price, less productLess noticed, but trust risk if discovered

On pack size: shoppers react to size cuts only about a quarter as strongly as to an equal price rise (ice cream).

Source: Çakır & Balagtas (2014), American Journal of Agricultural Economics.

Case: Costco raises fees rarely, modestly and with extra value

$55 → $60
Gold Star fee, 2017. Executive: $110 → $120
$60 → $65
Gold Star fee, September 2024. Executive: $120 → $130
92.9%
US and Canada renewal rate at the end of fiscal 2024
  • About 8–9% each time, seven years apart.
  • In 2024 the cap on the Executive 2% reward rose from $1,000 to $1,250, so value rose alongside the fee.
  • A loyal base and a clear promise made the increase feel earned, not extracted.

Source: Costco Wholesale Form 10-K FY2024; Costco announcements and press coverage, 2017 and 2024.

Case: JCPenney removed discounts overnight and lost customers

−18.9%
comparable-store sales in the first quarter of 2012
−25%
approximate fall in net sales for fiscal 2012
17
months before the CEO who launched the plan left

Shoppers had learned the price from coupons and sales. “Fair everyday prices” removed the discount they used as their reference. Dropping a promotion cold is a price increase, too.

Source: JCPenney quarterly and annual results, 2012; contemporary press coverage.

How to announce an increase

1
What changes
State the new price and who is affected, in one sentence.
2
When
Give notice. Renewals and contract anniversaries are natural moments.
3
Why
Name the real reason: costs, added value, or both.
4
What they can do
Offer options: lock in a term, change tier, or talk to us.

Sales needs the same four answers before the announcement, not after the first angry email.

Set the stop rule before you raise the price

IndicatorWhat to watchDecision rule (set in advance)
Win rate or conversionDrop versus the last 4–8 weeksPause if it falls below the break-even level
Discount requests per dealRising share of deals with exceptionsTighten approval; do not let the rise leak
Cancellations by cohortChurn of customers hit by the riseOffer options; stop if churn exceeds the plan
Realised (pocket) priceVersus list price and the planReport this, not the list-price change
Volume by segmentWhere the loss concentratesAdjust the segment, keep the rest

The break-even volume loss from the earlier table is the line between a good rise and a bad one.

3Promotions: growth, or moved demand?

What a promotion really does, and how to tell.

Every promotion bump has four components

ComponentIs it growth?What it is
Incremental salesReal growthExtra volume that would not have happened without the promotion.
Brand switchingNot growthThe buyer took the same product from a competitor, or from your other SKU, at a lower price.
Purchase accelerationNot growthThe buyer bought earlier, or stockpiled, what they would have bought later.
Post-promo dipThe billSales fall below normal right after the promotion ends.

Only about a third of a promotion bump comes from other brands

33%
share of the promotion bump explained by brand switching, in the data studied

Earlier studies had suggested around three quarters of the bump was switching. A more careful decomposition of store data found the figure was one third. Most of the rest was shifted in time: customers bought sooner or bought more.

That does not make promotions profitable. Pulled-forward sales come back as a post-promo dip, and the margin given away is gone.

Source: van Heerde, Gupta & Wittink (2003), “Is 75% of the Sales Promotion Bump Due to Brand Switching? No, Only 33% Is”, Journal of Marketing Research.

The discount math: how much extra volume pays for a discount?

DiscountMargin 30%Margin 40%Margin 50%
10% off+50%+33%+25%
20% off+200%+100%+67%
30% offnever pays+300%+150%

Cells show the extra unit volume needed just to keep profit flat. Example: 20% off on a 40% margin needs +100% volume.

Required lift = discount ÷ (margin − discount). Margin is the unit margin before the discount. The deeper the discount and the thinner the margin, the less likely any plausible lift pays for it.

Units up 80%, profit down: a promotion in numbers (illustrative)

Normal weekPromotion week
Price, unit cost $6$10$8 (20% off)
Units sold1,0001,800 (+80%)
Gross profit$4,000$3,600
Later dip—−$1,200 (300 units × $4)
−$1,600
net result: (3,600 − 4,000) − 1,200, before the cost of running the promotion

Celebrating the peak week hides the loss. Count the baseline, the margin given away and the dip afterwards.

Measure the lift against a baseline, not against zero

MethodHow it worksStrength
Holdout groupSome stores or customers get no promotionStrong
Geo experimentPromote in one region, compare with a similar oneStrong
A/B testRandom split of online trafficStrong
Before and afterCompare sales before and after the promotionWeakest: seasonality and trend

In large Facebook field experiments, non-randomised methods mis-estimated ad effects by a factor of three or more in about half of the studies.

Source: Gordon, Zettelmeyer, Bhargava & Chapsky (2019), Marketing Science.

Promotion mechanics: consumer versus B2B and distribution

Consumer
  • Volume discount
  • Gift with purchase
  • Limited time offer
  • Bundles
  • Loyalty programme
B2B and distribution
  • Volume price scale
  • Retro bonus: a discount after the fact for period volume
  • Buy-back of unsold stock
  • Payment delay as a hidden discount
  • Co-op marketing budget

In B2B, count payment terms and retro bonuses as part of the promotion budget.

4Sales discipline: discounts as a tool, not a gift

1
A discount ladder
Define what each step buys: 5% annual prepayment, 7% volume, 10% reference case, more only with the commercial leader’s approval.
2
Give–get
Never concede without receiving something: prepayment, volume, a longer term or a reference.
3
Measure pocket price
Track realised price per deal and per rep, not only revenue and win rate.
4
Talk value first
Price comes last in the conversation, after the customer has quantified the value.

In the room: quantify the value, then name the price

Feature pitch
  • “We have an AI platform with 37 features, API integration and a new analytics module.”
  • The buyer cannot see why this costs $300.
Value pitch
  • “You spend about 120 manager-hours a month on this. We cut it to 40. At $20 an hour that is $1,600 saved every month.”
  • Now $300 looks like a fraction of the gain.

Price psychology: what is proven, and where it stops

EffectSourceWhere it stops
AnchoringTversky & Kahneman 1974; Ariely, Loewenstein & Prelec 2003Fails if the buyer knows the market price
Decoy effectHuber, Payne & Puto 1982; Frederick, Lee & Baskin 2014Needs a third, dominated option; weaker than often claimed
Charm pricing (.99)Anderson & Simester 2003 (field experiments); Snir, Levy & Levy 2017Weaker for considered B2B buys; clashes with premium
Pain of payingPrelec & Loewenstein 1998; Gourville 1998Small instalments help; hiding the total backfires

Test any effect on a small sample before scaling. It is cheaper than believing a blog.

Eight questions before you change a price

  1. What value is the customer paying for?
  2. What is the measured elasticity, not the assumed one?
  3. How much volume can I lose before it hurts?
  4. Which reference price will customers compare with?
  5. Is the reason fair, and have I said it?
  6. What is my stop rule?
  7. What is the baseline for measuring the result?
  8. Start small: which segment goes first?

Key takeaways

  • Start from value, not cost. Cost sets the floor. The customer’s value sets the ceiling.
  • Raise slowly, selectively, fairly. Fix leakage, start where you are underpriced, explain the reason.
  • Do the break-even math. Both for price rises and for discounts, before the decision.
  • Measure incremental profit. Against a baseline, with the post-promotion dip included.

Sources and further reading

  • Marn & Rosiello (1992). Managing Price, Gaining Profit. HBR.
  • Nagle & Müller. The Strategy and Tactics of Pricing. Routledge.
  • Almquist, Senior & Bloch (2016). The Elements of Value. HBR.
  • Van Westendorp (1976). NSS Price Sensitivity Meter. ESOMAR.
  • Miller, Hofstetter, Krohmer & Zhang (2011). How Should Consumers’ Willingness to Pay Be Measured? JMR.
  • Bijmolt, van Heerde & Pieters (2005). New Empirical Generalizations on the Determinants of Price Elasticity. JMR.
  • Simon-Kucher & Partners (2017). Global Pricing & Sales Study.
  • Kahneman, Knetsch & Thaler (1986). Fairness as a Constraint on Profit Seeking. AER.
  • Campbell (1999). Perceptions of Price Unfairness: Antecedents and Consequences. JMR.
  • Çakır & Balagtas (2014). Consumer response to package downsizing. AJAE.
  • van Heerde, Gupta & Wittink (2003). Is 75% of the Sales Promotion Bump Due to Brand Switching? JMR.
  • Gordon, Zettelmeyer, Bhargava & Chapsky (2019). A Comparison of Approaches to Advertising Measurement. Marketing Science.
  • Books: Simon, Confessions of the Pricing Man; Simon & Echter, Beating Inflation (2022).