Your sales team is compensated on revenue. Your marketers are measured on ROAS. Your wholesale partners are judged on sell-through. Each one is making the individually rational decision to discount — and collectively, they’re bleeding out $554 billion in annual global markdown losses due to overstock across retail, up significantly from the $300 billion in markdown losses U.S. non-grocery retailers absorbed in 2018.
In my first MBA class at Duke University, we studied the five reasons incentive systems fail, and the most common failure was incentivizing for “A” but hoping for “B.” Most brand leaders secretly hope for GMROI but rarely incentivize it. You don’t have a discounting problem. You have an incentive architecture problem. And the enemy is inside the building.
The spiral has become structural
Consumer conditioning isn’t cyclical anymore — it’s permanent. Research shows consumers “rarely buy anything unless they think they are getting a deal,” and the constant stream of sales has eliminated urgency entirely. As consumer psychologist Barry Schwartz put it, “Basically, it’s always a sale now. The retailers are killing themselves.”
Meanwhile, private label is exploiting the gap brands keep widening. In Europe, private labels represent just under half of total Fast Moving Consumer Goods, and across the US, private-label penetration is on a positive trajectory, amplified by recession fears, with projections showing continued share gains over branded products in the next five years.
Here’s the compounding effect: discounting trains consumers to wait. Wait behavior depresses full-price sell-through. Depressed sell-through triggers more discounting. And every comp plan in your organization is accelerating the spin.
The cautionary archetypes
Kantar’s data makes the mechanism explicit. The strongest brands grow sales by justifying their price point — without resorting to discounting. Yet most marketing teams are measured on ROAS, a metric that mechanically rewards discount-driven conversion spikes and penalizes full-price brand building. As Kantar’s chief global analyst observed, “Price has become a demand factor considered independent of the power of the brand” — and that decoupling is the root of the misalignment.
In our work with brands utilizing predictive analytics, we’ve found many instances where brands could discount less frequently, charge higher prices on various SKUs, and achieve higher incremental ROI — or reallocate media spend and still net the same impact. This aligns precisely with the findings of Professors Carl Mela and Len Lodish: while discounting provides enticing short-term sales lift, it actually erodes base sales over the long term, making the brand more reliant on discounting and creating a death spiral. Understanding consumer price elasticity by SKU allows for long-term brand health and sustainable growth.
Discount is a system output, not a pricing decision
The old way: Discount is a demand lever. Compensation plans reward revenue and sell-through. ROAS is the north star marketing metric. Each channel optimizes independently.
The better way: Discount is a system output — the visible symptom of misaligned incentives across sales, marketing, merchandising, and wholesale. The real lever is incentive architecture: what you measure, what you comp, what you celebrate.
Solving this requires a unified view — one that connects strategy, media, creative, and data into a single system rather than optimizing each silo independently. Today’s marketing is built on hindsight: reports tell you what happened, dashboards explain why, but nothing tells you what to do next. At Mindgruve, we built Sightline to close that gap — software that uses AI and machine learning to move beyond reporting, predict what will drive revenue, and prescribe where to invest next.
Stop treating discounting as a pricing decision and start treating it as a compensation design decision. Every markdown is downstream of a KPI someone is trying to hit. The solve requires a margin-aligned incentive architecture — a system where every stakeholder from the media buyer to the wholesale account manager shares accountability for contribution margin, not just top-line revenue or channel-specific ROAS.
This is politically hard. Sales teams will resist. Wholesale partners will push back. But the alternative — continuing to fund the death spiral with your own comp checks — is existential.
5 moves to break the incentive loop
Breaking the incentive/discount loop requires more than policy changes. A unified data layer that makes the right incentive clear and the path of least resistance for every stakeholder is essential.
Here’s how we’ve seen data and predictive analytics from Sightline by Mindgruve inform changes that ultimately benefit all the players and rally the organization around achieving long-term outcomes that matter most. Sightline, Mindgruve’s Predictive Marketing and Business Intelligence Platform, goes beyond MMM and ROAS to help brands acquire, retain, and maximize profitable, full-funnel revenue growth — giving every team, from media buyers to wholesale account managers, a shared language rooted in margin, not just volume.
1. Shift comp from revenue to contribution margin
Redesign sales compensation so reps are paid on margin dollars, not gross revenue. A $100 sale at full price should pay more than a $120 sale at 40% off. Blend it during transition — 60% margin, 40% revenue — but the signal must be clear.
2. Replace ROAS with incrementality + margin
ROAS mechanically inflates the value of discount-driven campaigns. Shift measurement to contribution margin per incremental customer acquired. Build testing that separates “would have bought anyway” from “actually moved by this campaign.” Pricing power is brand power. If your media strategy undermines pricing power, your brand is literally paying to weaken itself.
3. Restructure wholesale around sell-through at target margin
Current model: partners markdown early, charge back the brand with markdown allowances, and keep all the customer data.
New model: negotiate agreements with sell-through at margin thresholds. Share real-time inventory data. Co-own the markdown calendar. If a partner consistently marks down, they absorb more of the cost.
4. Build merchandising into the media plan — not after it
In past roles at Target and Amazon, forecasting demand on next season’s styles — and getting the size-selling profile right — was a full-time job. Now, using predictive AI and trend analysis, brands can produce smarter designs and save on excess inventory and markdowns.
Promotion rules, product feed health, bundle strategy, and urgency messaging should be set before inventory is produced. Landing experiences should differ by intent:
- Acquisition pages lead with brand story at full price
- Returning customer pages surface curated recommendations
- Sale traffic gets contained in a bounded zone that doesn’t contaminate the full-price experience
5. Make retention a margin lever, not a discount channel
Segment email/SMS by paid media learnings: who converted at full price versus who only converts on promo.
The full-price cohort gets early access, exclusives, and content.
The promo-only cohort gets re-education campaigns or gets deprioritized.
Stop using loyalty programs as discount-delivery mechanisms.
Implications if you don’t act
The discount spiral is a ratchet, not a pendulum. Consumer expectations only move in one direction. Private label continues closing the gap — and unlike the stabilization seen in 2012, there’s no reset coming when retailers like Costco and Walmart are building genuinely innovative private-label brands that compete on quality, not just price.
Kantar’s research is unambiguous: brands that lose pricing power lose everything. Once consumers categorize you as “only worth buying on sale,” the recovery cost is multiples of what prevention would have cost. Every quarter you wait, the ratchet tightens.
The system is the strategy
The teams winning at this aren’t discounting less through willpower. They’re redesigning the incentive and org chart architecture so that every stakeholder — from the media buyer to the wholesale account manager — is compensated for the outcome the brand actually needs: profitable growth, not subsidized volume.
If you’re pressure-testing your org structure, brand health, markdown exposure, or measurement framework before investing in your next campaign, this is exactly the problem Sightline was built to solve — software that connects strategy, media, creative, and data into one system that predicts what will drive growth and prescribes where to invest. We’re always happy to compare notes.
