Sell-through, not lost to Amazon
When a SKU isn't on the shelf, the customer pulls out their phone and orders from Amazon. Forward-deployed inventory keeps the shelf full and the sale in the store, 4 to 8% of annual sales recovered industry-wide.
Deploy a replenishment network shaped to your footprint — pool, LTL, partial truckload, dedicated, and box truck, flexed per store and run across 50+ cross-docks with carton-level scan visibility. Every store stocked, every retailer window hit, every new market you enter covered — without freight becoming the thing that caps your growth.
On the call: a free replenishment audit on your top 20 stores — a heat map of where windows miss, where touches accumulate, and which stores need a different mode. Claim your audit.
50+ cross-docks across the United States · 98.2% on-time delivery · carton-level scan visibility · pool / LTL / partial truckload / dedicated mode flex
Retailers and omnichannel brands that move store freight on the Warp network.
Every replenishment shipment fires scans at six points: pickup, in-transit, cross-dock arrival, cross-dock outbound, store dock-in, and signed POD. Each scan can fan out a notification to the store manager who subscribed to it via SMS, email, mobile push, or Slack. Receiving teams know the truck is 30 minutes out to the minute, not a 4-hour window.
Six scan events on every shipment, every store. Timestamps shown are typical for a regional pool-distribution delivery; cross-country lanes shift but the events stay the same.
Deploy a flexible cross-dock + mode-flex network and four things start compounding in your favor — each one a number you can take to the board:
When a SKU isn't on the shelf, the customer pulls out their phone and orders from Amazon. Forward-deployed inventory keeps the shelf full and the sale in the store, 4 to 8% of annual sales recovered industry-wide.
Cross-dock routing replaces 4 to 6 terminal handoffs with 1 to 2. Damage and claim rates drop 30 to 60%.
Predictable arrivals reduce idle time at the dock and backroom congestion. 0.5 to 1.5 labor hours saved per delivery.
Dynamic routing and same-day cargo van capacity bridge stockouts before they hit sell-through.
Some stores are pool-distribution candidates, some are LTL, some are partial truckload, some need dedicated, some need a box truck with a liftgate. The fix is rarely “one mode for everyone.” The fix is matching the mode to the store.
Single store in a region with low weekly volume.
Cross-dock overhead exceeds savings. LTL terminal network is cheapest.
6+ stores in one metro · 10+ pallets / wk to the region.
Cross-dock consolidation beats LTL on cost AND service. Tighter windows.
One high-volume store · partial-trailer load weekly.
Direct route, no cross-dock touch, faster transit than LTL.
Anchor store needing daily or near-daily replenishment.
Volume justifies a fixed asset. Predictable schedule, single accountability.
No dock · liftgate or curbside required.
53′ dry van can’t serve the destination. Box truck handles dock-less delivery.
Stockout, missed window, or emergency promo refill.
Hot-shot capacity bridges stockouts before they hit sell-through.
Mall-tenant retail is the hardest store delivery in retail: no dock, post-mall-close receiving windows, freight-elevator codes, mall security, store-specific contacts, mandatory liftgate. Warp delivers to the top 3 US malls every single day. The reason it works: every store-specific receiving detail is uploaded to the driver app before the carrier pulls into the parking lot.
Mall stores have no dock. Receiving windows are 1 to 2 hours after mall close. Freight elevators need security codes you only get if mall management knows you. Every store has its own dock door number, security check-in, and contact. Liftgate is non-negotiable. Most LTL drivers see a mall address on the BOL and treat it like any other delivery. The freight comes back rejected.
Store-specific operational intel lives in the driver app and updates in real time. The carrier knows everything they need to succeed before they pull into the parking lot.
Replenishment doesn't just avoid losses — run right, it compounds into growth. Seven levers move the P&L more than anything else, and they all turn on the same thing: alignment between the freight provider, store management, and receiving labor. The tighter that alignment, the faster freight goes from dock to shelf, the less product walks off in between, and the more you keep the customer in your store instead of on Amazon.
Stockouts cost retailers 4 to 8% of annual sales (IHL Group / NRF). The brutal part isn't the lost transaction. It's the customer pulling out their phone in the aisle and ordering the SKU from Amazon on the spot. About 30% switch to a competitor, 22% buy online instantly, and that customer now buys that category from somewhere else for the foreseeable future. Forward-deploying inventory through Warp cross-docks puts fresh stock 1 to 2 days closer to the shelf, cutting stockouts roughly in half. For a 100-store retailer with $1B revenue, that's $20M to $40M in recovered sales annually plus far more in retained customers.
Dock-to-stock is the time from truck arrival to product on the shelf. Industry baseline is 24 to 72 hours of backroom dwell while staff figure out what arrived and process it. When the freight provider, store management, and receiving labor are aligned: store manager gets the “30 min out” SMS. Scan visibility shows exactly what's on the truck. Receiving is staged with bay and labor pre-positioned. Freight goes from dock to shelf in 4 to 12 hours. Every hour earlier on the shelf is an hour of additional selling time. On high-velocity inventory, that compounds fast.
US retail shrinkage averages 1.4 to 1.6% of sales (NRF). Freight-handling losses are a meaningful slice: product walking off between the truck and the shelf during unattended dwell. When carton-level scans fire at every node (pickup, in-transit, cross-dock, dock-in, store-receipt, POD) and the store manager gets a notification on every event, freight isn't sitting unattended in a yard or backroom. Every link in the chain has accountability. Freight-related shrinkage typically drops 30 to 50%.
When a promo or surprise demand spike empties a store before the next scheduled drop, Warp dispatches a cargo van or box truck same-day from the regional cross-dock or local capacity. Most legacy pool networks have no answer for surge demand. The next truck is the next truck.
Tighter windows return 0.5 to 1.5 labor hours per delivery, but the bigger lift is the “30 min out” SMS that lets receiving stage the dock at the right minute, not 2 hours early. At $25 to $30 / hr fully loaded across a 100-store weekly program, that's $75K to $200K / year.
Cross-dock networks run 30 to 60% lower claim rates than terminal LTL because cartons move through 1 to 2 nodes instead of 4 to 6. Plus claim labor savings: fewer claims to file, fewer disputes.
Class-based LTL leaks reclass and reweigh fees on 8 to 15% of shipments, averaging $50 to $150 per hit. Per-pallet pool and partial-truckload pricing eliminates the category entirely. Reclass + reweigh playbook.
Industry-typical ranges. Actual savings depend on freight volume, store count, category margin, and current carrier mix.
Mode-mix tradeoffs across LTL, partial truckload, and FTL are detailed in the LTL vs partial truckload vs FTL breakdown. For pool-vs-LTL break-even thresholds see the pool distribution economics guide.
Walmart, Target, Costco, and Home Depot each score vendors differently. Win their scorecards and you earn better allocation and more shelf; miss windows and it's chargebacks or a tier drop within the same quarter. The discipline that wins is the same across all of them:
| Retailer | Compliance framework | Threshold | Chargeback risk |
|---|---|---|---|
| Walmart | OTIF (On-Time, In-Full) | ≥ 95% required | 3% of cost of goods on shipments that miss |
| Target | VCP (Vendor Compliance) | Tier-based scorecard | Per-violation fees · scorecard placement risk |
| Costco | Routing-guide compliance | Appointment hit + label spec | Refused load + redelivery cost + fines |
| Home Depot | RC2 / NEXT routing | Lane-specific MABD | OTIF-style penalties on missed dates |
Six buyer scenarios that drive most store-replenishment conversations. If two or more apply, the math almost always favors switching.
Most retailers don't need a new TMS or forecasting tool. They need a different freight network and a scorecard that prevents drift. Six steps.
Pull 90 days of pickup-to-delivery data by store. Tag every shipment with appointment hit, dock-in time, claim rate, and stockout correlation. Most retailers find 60 to 80% of failures concentrate in 10 to 20% of stops.
Replace terminal-based LTL routing with cross-dock-led replenishment for clusters with 6+ stops in a region. Keep LTL for orphan stores. Keep dedicated for high-volume single-store flows.
Some stores are pool candidates. Some are LTL. Some are partial truckload. Some need dedicated. Stop forcing one mode across the entire footprint.
Demand pickup, in-transit, dock-arrival, store-receipt, and POD scans on every shipment. Without scan-level visibility you cannot tell why a window was missed.
Set escalation rules for missed pickup, late dock arrival, claim discovery, and store rejection. The network that recovers fastest from exceptions wins on OTIF and sell-through.
Track on-time delivery, scan capture rate, claim rate, dock-arrival accuracy, and per-store cost monthly. Use the freight RFP template to define the scorecard with bidders before contracts close.
For retailer-specific compliance constraints (Walmart OTIF, Target VCP, Costco scorecards), the shipping pallets to Walmart, Target, and Costco guide covers the per-retailer thresholds that influence replenishment design.
Quick links to concepts that come up in replenishment conversations: the scan events, retailer compliance frameworks, mode-pricing terms, and tools you'll want when running a retail freight RFP.
Stockouts are one of the most expensive failures in retail. Studies put global lost sales from out-of-stocks in the hundreds of billions of dollars a year, and most shoppers switch brands or buy elsewhere rather than wait for a restock. The fix lives upstream in the middle mile: keep inventory flowing reliably into stores so the shelf is full when the customer arrives. Warp targets 98.2% on-time delivery so the sale is captured, not lost.
Store replenishment is the process of moving inventory from a distribution center, vendor, or cross-dock to the stores that need it, on the schedule each store needs it. It covers the freight network design, mode selection, appointment management, and execution metrics that decide whether stores stay in stock.
Stockouts happen when freight misses the store delivery window or the store cannot process what arrived in time. A modern replenishment network fixes both: appointment windows hit to the 2-hour slot, carton-level scan visibility so receiving stages the dock before the truck arrives, mode flex (pool, LTL, partial, dedicated, box truck) so each store gets the right vehicle, and forward-deployed inventory plus same-day surge capacity for promotions. The result is full shelves and the sale captured instead of lost to a competitor or to Amazon.
Book a strategy call. Warp maps your store footprint, designs the mode mix per store (pool for dense clusters, LTL for orphan stores, partial or dedicated for high-volume stores), integrates EDI and the retailer appointment systems, and onboards a typical multi-store retailer in 4 to 6 weeks. The program runs across 50+ cross-docks with carton-level scan visibility and a per-store scorecard, and it scales as you add stores.
Warp already operates 50+ cross-docks and a nationwide carrier network, so opening a new region does not mean rebuilding your freight. You extend the same program — same visibility, same scorecard, same EDI integration — into the new metros, and Warp flexes the mode mix to the new store density. Most retailers add a region without adding the headcount to manage it.
Warp runs bespoke store replenishment programs for multi-store retailers and omnichannel brands: hundreds of store stops a day across a footprint, mode-flexed per store, with carton-level scan visibility and 98.2% on-time delivery. It is a managed program designed around your stores and retailer scorecards, not an off-the-shelf LTL contract or a one-off quote.
Most retail networks were built for stable demand and loose delivery windows. Modern retail has tight 2-hour appointment windows, retailer scorecards (Walmart OTIF, Target VCP), and high SKU variability. Legacy LTL networks with terminal-based routing and limited visibility cannot keep up. The failure shows up as stockouts, backroom congestion, and missed merchandising windows.
On-time delivery to store appointment, scan capture rate at every node, dock-arrival accuracy, claim rate, and cost per stop. Sell-through and stockout rate are the downstream business metrics; the freight metrics are what you actually control. Warp targets 98.2% OTD across the network.
Warp runs replenishment across 50+ cross-docks across the United States with dynamic routing, carton-level scan visibility, and the ability to flex between pool, LTL, partial truckload, and dedicated as store volume changes. Most legacy providers are locked into terminal-based LTL or static pool schedules.
A typical multi-store retailer can be onboarded in 4-6 weeks: week 1-2 for network design and rate confirmation, week 3-4 for EDI and appointment-system integration, week 5-6 for parallel-running and cutover. Smaller footprints can move in 2-3 weeks.
Store replenishment is B2B; DTC is parcel. The two networks are distinct, but cross-dock infrastructure and visibility tooling can be shared, which is how omnichannel brands consolidate operating cost. Warp customers commonly run both on the same underlying footprint.
Pricing depends on mode mix. Pool is per-stop or per-pallet. LTL is class-based per CWT plus accessorials. Partial truckload is per linear foot. Dedicated is per route or per day. The cleanest commercial model bundles linehaul, dock handling, and standard appointment scheduling into a flat per-stop or per-pallet rate so you can compare landed cost across modes.
OTIF (On-Time, In-Full) is Walmart's vendor compliance framework. Walmart requires 95%+ OTIF on shipments to its DCs, with chargebacks of roughly 3% of cost-of-goods on misses. Hitting OTIF requires tight appointment management, MABD compliance, scan-level visibility, and exception handling that catches misses before they accumulate. A pool or cross-dock-led network beats terminal LTL on every one of those axes.
Target VCP (Vendor Compliance Program) is a tier-based scorecard rather than a single percentage threshold. Vendors are scored on routing-guide adherence, label accuracy, appointment compliance, and product condition, then placed in tiers that drive future order allocation. Unlike OTIF's flat chargeback, VCP penalties are per-violation plus the longer-term cost of falling tier. Both demand the same scan-visibility and appointment discipline.
MABD (Must Arrive By Date) is the latest acceptable arrival date on a retail PO. Hitting MABD is the table stakes for OTIF and most retailer scorecards. Missing MABD triggers chargebacks and inventory backups in the receiving DC. Carrier-defined timestamps are rejected, the retailer's appointment-system clock is the only one that counts.
When at least one of these is true: OTD dropped below 90%, claims exceed 1%, retailer scorecards (Walmart OTIF, Target VCP) are slipping, accessorial spend is climbing, or the store footprint is growing into regional clusters. Cross-dock-led wins on cost AND service for clusters with 6+ stops in a region and 10+ pallets/wk; terminal LTL still wins for orphan stores.
Tell us your store footprint and where you're growing. Warp designs a mode-flex program — pool, LTL, partial truckload, dedicated, box truck — that keeps every store stocked, hits every retailer window, and scales into every market you enter. Share a few recent shipments and we'll map it on your real stores.
30-minute call. Bring your store footprint and a few recent shipments. We'll show you where the network can keep more shelves full — and run the replenishment audit on your top 20 stores.
Store Replenishment
30 min. You tell us how DC-to-store runs. We ask questions, you ask us back.
Recurring freight tells a different story than one-offs. We’d rather hear the recurring one.
On the call — 30 minutes
Performance figures are computed from Warp network data. See our methodology.