The rule we follow at Mariner: never discount a product that's still selling. Only markdown items where the weekly sales velocity has dropped below 30% of its peak week performance. This sounds obvious, but most retailers mark down seasonal items based on the calendar. "Summer is over, discount the summer collection." That's lazy and it trains customers to wait. Instead, we watch each SKU individually. Here's a real example. Our lightweight modal boxer briefs sell year-round but peak in May through August. In September, a calendar-based approach would slash prices. But our data showed these SKUs still moved at 65% of peak velocity through October. Marking them down in September would have cost us roughly 12,000 MAD in margin we didn't need to give up. The choice I'd repeat: tiered private markdowns before any public sale. We email our repeat customers a 15% code two weeks before any item goes on public sale. This moves 20-30% of slow inventory at a smaller discount, to the customers most likely to buy again anyway. By the time we do a public markdown, we need less depth. A 20% public sale instead of 40% clears the remaining stock because there's less of it. What I'd never repeat: running a site-wide percentage discount. We did "25% off everything" once. It moved slow inventory, yes. But it also discounted our best-sellers that didn't need help. We lost 8,200 MAD in unnecessary margin on items that would have sold at full price. The timing signal that works best for us: when a SKU's 14-day moving average drops below 2 units per week and current stock exceeds 8 weeks of supply at that rate, it's markdown time. Not before. The math protects your margins better than any gut feeling about when a season ends.
I decide markdown timing and depth by anchoring first to the customer's perceived value, then working backward from the margin structure we built through material and manufacturing choices. Because we prioritize durable leathers, substantial hardware, and efficient construction, we have clearer guardrails on how far we can go without training customers to wait for steep discounts. One pricing decision I would repeat today is setting prices only after we have protected margin at the design and production stage, so promotions can be measured and limited instead of reactive. That approach helps clear slower-moving inventory in a controlled way while keeping the core price credible. It also keeps the focus on delivering value, not using discounts to compensate for avoidable cost decisions.
I decide the timing and depth of markdowns by balancing cash flow needs, the age of stock, and our duty to protect the brand's price integrity. That leads us to favor targeted, modest reductions early in the season on slow-moving items or specific channels rather than broad deep discounts at the end. We limit how often those reductions occur and make clear that they are final-season or clearance moves so regular pricing remains trusted. One pricing decision I would repeat is the Savile Row-inspired discipline to use modest early markdowns to free working capital rather than waiting for steep end-of-season cuts, because it preserves price trust while supporting sustainable growth.
Markdown decisions tend to go wrong when they are driven by how long something has been sitting instead of how visible that stagnation is to customers. At MacPherson's Medical Supply, the shift came when we tied markdown timing to exposure rather than age. If an item had been viewed or handled frequently without converting for 21 days, that signaled friction the customer could already feel, so we introduced a modest first markdown around 10 to 15 percent. Items with low visibility stayed at full price longer because there was no perceived reference point yet, which helped protect price trust across the floor. The choice that proved repeatable was avoiding deep, sudden discounts and instead stepping pricing down in two controlled phases with clear labeling. The first reduction was positioned as a limited adjustment tied to inventory rotation, not a clearance event. Only if the item still did not move after another two weeks did we move to a deeper cut. That pacing mattered. Customers did not feel like they overpaid days earlier, and staff could confidently explain pricing without hesitation. Sell through improved because the initial adjustment nudged action, while the second step cleared the remainder without conditioning shoppers to wait for steep discounts every time.
I learned this the hard way running my e-commerce brand: most founders wait too long to markdown because they're emotionally attached to their original price point. We had 4,000 units of a seasonal product sitting in our warehouse eating $2,800 in monthly storage fees. I kept thinking "next month it'll move" until my warehouse manager showed me we'd spent more on storage than we'd make even selling at cost. Here's what I'd repeat today: we implemented a 60-day rule. If inventory didn't turn in 60 days, automatic 20% markdown. At 90 days, another 20% off. Sounds aggressive but the math worked. We cleared that seasonal stock at 60% of original price, recovered cash, and reinvested it in products actually selling. The storage savings alone paid for the discount. The mistake most brands make is gradual markdowns. They go 10%, wait three weeks, try 15%, wait again. That trains customers to wait for deeper discounts. We started doing sharp one-time cuts instead. Drop it 30% and promote it hard for two weeks. Creates urgency. Customers don't learn to wait because there's no pattern to game. For online versus in-store, the strategy flips. In physical retail you can bury clearance in a back corner. Online, those slow movers pollute your bestseller rankings and search results. I've seen brands on Fulfill.com's network where 40% of their SKUs generate 2% of revenue but consume half their warehouse space. One client finally killed 200 SKUs, took the write-off, and their pick-and-pack speed improved 30% because workers weren't hunting through dead inventory. The choice I'd absolutely repeat: we started factoring storage costs into our markdown math. Not just "what can we sell this for" but "what does keeping it cost per month." Once you see a $15 item costing $0.80 monthly in warehouse space, the markdown decision makes itself. Price trust matters but cash flow matters more when you're growing.
The rule I follow: never discount the product. Discount the context instead. We manage e-commerce for a men's underwear brand that launches seasonal colorways four times a year. When a spring colorway doesn't sell through by mid-June, the instinct is to slash prices. We tried that once. Cut 30% across the board on remaining spring inventory. It cleared stock in two weeks. It also trained customers to wait for sales. The next season's launch week revenue dropped 22% because repeat buyers held off, expecting discounts would come. So we changed the approach entirely. Now we use what I call "reason-based bundling" instead of markdowns. When summer stock lingers into September, we don't put it on sale. We create a bundle. Three pairs of summer boxer briefs packaged as a "travel essentials" set at a price that works out to roughly 20% less per unit, but the customer never sees a crossed-out price. They see a curated set with a story behind it. The timing decision is simple: if a SKU drops below a 2% weekly sell-through rate for three consecutive weeks, it gets bundled. Not before. Jumping to markdowns too early is the single most common mistake I see in retail. You're panicking at week two when the product might just need a different audience or placement. Depth is where most retailers overcorrect. We cap bundle savings at 25% effective discount. Going deeper than that signals desperation and damages the brand for months after. The result from our last seasonal transition: we cleared 89% of slow-moving summer inventory within four weeks using bundles alone. Full-price sell-through on the next season's launch held steady. No customer conditioning to wait for sales. The choice I'd repeat every time: patience on timing, creativity on format, discipline on depth.
I decide timing and depth of markdowns by putting brand trust and consistency first. I prefer modest, time-limited reductions only when they will move seasonal or slow items without changing our baseline pricing. Decisions are guided by how an offer will affect client expectations and the consistent atmosphere we cultivate at the spa. One pricing decision I would repeat is keeping standard prices stable while using brief, clearly framed promotions to clear slow stock, because that approach supports long-term trust in our services.
The decision we repeat is to reprice old generation GPU inventory early and consistently rather than waiting for a big panic discount. At GpuPerHour we run into this with older NVIDIA generations the moment a new flagship hits general availability. The A100 and V100 supply we price against H100 and H200 capacity, and the instant the newer cards are abundant, the older cards start lingering. Our rule is to step pricing down in small weekly cuts rather than one aggressive cliff. The reason is price trust, which your question names correctly. Customers remember the last price they paid for a workload. If they suddenly see a 40 percent markdown on the same card, they assume either the card is broken or we were gouging them before. Small steps, clearly tied to generational turnover, keep that conversation reasonable. The second rule we use is to tie the markdown depth to utilization rather than to a calendar. If an A100 is sitting at 30 percent utilization for two weeks, we drop the hourly rate until it climbs back above 70 percent. That creates a natural floor and prevents us from overcorrecting. The one call we would repeat is bundling older generation capacity with a small credit toward new generation capacity when the customer is ready to migrate. That moves inventory without looking like a fire sale, and it keeps the customer on the platform through their upgrade cycle. Faiz Syed, Founder of GpuPerHour
We look at three things before making any markdown decision, time sensitivity, space cost, and demand signals. If a product is tied to a season or trend, the timing matters more than the margin. Waiting too long often forces heavier discounts later. On the other hand, evergreen products can be held longer if they do not block high-performing stock. Space cost is the most underestimated factor. If a slow-moving product is occupying prime shelving that could generate faster turnover, it is already costing you more than the discount you are trying to avoid. One decision we would repeat is bundling instead of discounting first. Pairing slower items with high-demand products maintains perceived value and protects pricing integrity, while still improving sell-through. Markdowns should be a controlled release valve, not the first reaction.
Retailers too often mistakenly view speed of markdowns as a metric for success rather than an indicator of a merchandising misstep. Many brands panic over slow-moving inventory and immediately lower prices throughout their entire site. This teaches customers to wait for markdowns prior to purchasing their items. Instead, we encourage brands to implement a tiered markdown strategy that places an emphasis on inventory turnover, regardless of gross margin, and to bundle slow-moving products with high volume essentials. This allows for the clearance of shelf space without indicating to the customer that the item was overpriced at the start. The one thing I would do differently than I have in the past is to focus on not doing a complete end of season sale, but rather on putting together a 'curated clearance' event. By bringing together a collection of slow-moving inventory into a short-term, themed sale instead of having a site-wide price drop, we created an opportunity for customers to discover the markdown and not necessarily treat it as a desperate attempt to sell something. This meant retaining the premium brand perception. Price trust is not built through consistency; it's built through transparency of where the markdown has come from. In essence, inventory management is a psychological situation. By managing clearance appropriately, retailers do not only have a better margin result but also a better relationship to the customers they have developed long term.
I'm Runbo Li, Co-founder & CEO at Magic Hour. The core principle is simple: mark down fast, mark down once, and make the discount feel like an event rather than a confession. When you let slow inventory sit, you're not preserving margin, you're bleeding opportunity cost. Every day that dead stock occupies attention, shelf space, or warehouse capacity is a day it's cannibalizing something that could actually move. I learned this firsthand helping my parents run their small businesses before Magic Hour existed. My mom had a retail shop and would hold onto seasonal inventory for months, convinced that a 10% discount "protected the brand." Meanwhile, the product was aging out, storage was costing money, and customers who saw the same items week after week started assuming the whole store was stale. The real erosion of price trust wasn't the markdown. It was the slow decay of perceived freshness. So one holiday season I convinced her to do a single, aggressive clearance event, 40% off on everything seasonal, limited to 72 hours. We promoted it on social media with short videos I made in a few hours. The result: she moved about 85% of the lingering stock in three days. More importantly, foot traffic during that window introduced new customers who came back at full price in January. The markdown didn't train people to wait for discounts. It trained them to pay attention. The principle I'd repeat every time is what I call "one cut, clean." You pick a date, you go deep enough that the discount is undeniable, and you put a hard deadline on it. What kills price trust isn't a big sale. It's a pattern of small, apologetic reductions that signal you don't know what your product is worth. Customers can smell uncertainty. A confident, time-bound markdown says "we're making room for what's next." A slow drip of 5% then 10% then 15% says "we're guessing." This same logic applies to digital products, SaaS pricing, even how we think about promotions at Magic Hour. If something isn't converting, don't nibble at the price. Diagnose whether it's a positioning problem or a demand problem, then act decisively. Indecision is more expensive than any discount you'll ever run.
On WhatAreTheBest.com, my "slow-moving inventory" is scored SaaS products in niche categories that generate low click-through volume. The temptation is to deprioritize them entirely, but the strategy that works is treating them as long-tail assets rather than markdown candidates. I don't remove low-traffic product evaluations — I update them less frequently and invest the saved time in high-traffic categories where the six-category scoring data drives more vendor click-throughs. The equivalent of a markdown is featuring these niche categories in the matching wizard, where users with very specific needs — "project management for three-person architecture firms" — find exactly what they're looking for. Low volume doesn't mean low value. It means the right buyer hasn't arrived yet, and when they do, the depth of your inventory is what converts them. Albert Richer, Founder, WhatAreTheBest.com
This question about pricing strategy is interesting because healthcare deals with a similar challenge around maintaining trust while adjusting what patients pay. At our clinic, we don't run sales or markdowns in the traditional retail sense, but we do regularly evaluate our service pricing, especially for patients who pay out of pocket. The principle of protecting price trust while making necessary adjustments applies across industries. When we opened Davila's Clinic, we set our prices based on what other primary care providers in the Rio Grande Valley charged. Over time, we realized some of our wellness services were priced too high compared to community expectations, and patient volume for those services dropped. We had to decide whether to lower prices and risk signaling lower quality or hold steady and accept fewer patients. What we did was create a community wellness pricing tier. Instead of marking down individual services, we bundled preventive care visits with basic lab work at a reduced combined rate. This protected our per-service pricing integrity while making care more accessible. Patients perceived it as added value rather than a discount on discounted services. One specific choice I'd repeat was how we communicated the change. We didn't announce it as a sale or a price cut. We framed it as a new program designed to make preventive care easier to access. That distinction mattered because patients who had been paying full price didn't feel like they'd been overcharged. They felt like the clinic was expanding access. In retail, I've seen stores make the mistake of running constant markdowns that train customers to never pay full price. The healthier approach is strategic, time-limited adjustments tied to genuine value. When patients visit davilasclinic.com and see our pricing transparency, they trust that they're getting fair value every visit, not just during promotional periods.
I decide markdown timing and depth by treating price changes as controlled experiments driven by measured Customer Acquisition Cost. We run small, segmented campaigns, measure CAC by segment, fix obvious funnel leaks, and only deepen or scale discounts when the contribution margin remains positive. That approach lets markdowns clear slow-moving stock without becoming a permanent signal that erodes price trust. One pricing decision I would repeat is using the launch budget as a testing budget to learn real CAC before locking prices or broad discounts.