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Global commerce operations

Model every market before you enter it.

Compare MoR, VAT/IOSS, US LLC, domestic delivery, cross-dock injection and returns consolidation in one margin model before expansion costs erase profit.

Built by cross-border commerce operators with over a decade of US, UK, EU and global eCommerce expansion experience.

Most providers sell one route. Lumanora models the right one.

Choose an expansion route to model example margin, duty, return, filing, compliance, operational-control and net-margin figures for the United States market. All figures are illustrative example models, not quotes or guarantees.

MarketUnited States
Modelling

Example model updated for the Domestic injection route: margin impact +4.2 points.

Recommended routeDomestic injection
Example model
Margin impact
+4.2 pts
Duty exposure
One bulk entry
Return cost
$8 / return
Filing obligations
Per-state calendar
Compliance load
Moderate
Operational control
Full
Net margin after route
18.4%

Built for international eCommerce operators.

  • US expansion expertise
  • UK VAT + MTD pathways
  • EU IOSS registration and filing
  • US nexus and sales-tax modelling
  • Landed cost and HS classification
  • Cross-dock and domestic delivery design
  • Consolidated returns
THE MARGIN LEAK

Expansion costs do not fail in one place.

Most brands do not lose profit because demand is weak. They lose it because tax, duties, returns, freight, FX, domestic surcharges and compliance are modelled separately.

  • Duties calculated on the wrong value.

    Declare against the wrong base and every parcel overpays duty at the border.

  • VAT/IOSS setup chosen too late.

    Registrations decided after launch lock brands into slower, costlier tax structures.

  • Returns handled one parcel at a time.

    Individual international returns can cost more than the goods they carry.

  • Domestic delivery priced on averages.

    Average rate cards hide ZIP-level surcharges that quietly erode landed profit.

  • MoR used before alternatives are modelled.

    A take rate on every order deserves comparison before it becomes the default.

  • Nexus and sales tax treated as an afterthought.

    Thresholds cross quietly, and unplanned filing obligations arrive with penalties attached.

The engine

One model. Every route.

Lumanora compares the practical routes into each market — from MoR and tax registrations to local entities, domestic delivery, cross-dock injection and returns consolidation.

Diagram: one central Lumanora modelling engine connects to six modules — Market, Tax, Trade, Relay, Returns and Margin — so every route into a market is modelled against the same shared view.

Modelling engineLive
MKT

Market

Choose the right expansion route by country, category and volume.

TAX

Tax

Model VAT, IOSS, GST, nexus and filing obligations.

TRD

Trade

Understand duties, HS codes, landed cost and tariff exposure.

RLY

Relay

Model cross-dock injection and domestic delivery paths.

RTN

Returns

Compare local returns, consolidation and restock options.

MGN

Margin

See how each route affects landed profit.

Route comparison

MoR is one route. Not the only route.

Merchant of Record can be the right answer. So can IOSS, UK VAT, a US LLC, DDP with better classification, or a domestic injection model. Lumanora helps brands model the cost before choosing the structure.

Before you give up margin, model the route.

Could 6–8% of margin be better spent on structure, routing and returns?

Seven expansion routes compared across five criteria. Each route name is a toggle button that selects the route; as a shortcut, the up and down arrow keys move between route buttons.

Best for
Duty-exposed catalogues shipped worldwide
Margin impact
Duties passed through at cost
Operational control
High — you set the terms
Compliance load
Classification discipline on every SKU
When to consider
Duty spend is material to margin

What the models cost

Provider · Fee structure
Global-e
Service fees publicly reported at ~4–6% of GMV*
Zonos
US$2 per order + 10% of duties, taxes and fees (per Zonos public docs), typically shopper-paid; platform fee applies.
Swap
Custom pricing.
Lumanora
From 2% of order value; duties and taxes passed through at cost.

* Blended take rate incl. fulfillment publicly reported ~17–18%.

Example model

Publicly documented or reported fee structures as at July 2026 — verify with each provider. Example model; fee bases differ.

Why Lumanora

No provider bias. Model the route before you choose the stack.

We do not resell the freight, brokerage or merchant-of-record behind any route, so each option is compared on landed margin alone.

  • 01 · Operators

    Built by cross-border commerce operators

    We shipped real orders across these borders and read the invoices afterwards, so the model reflects how landed cost actually behaves.

  • 02 · Connected

    Models tax, duty, freight, returns and compliance together

    One connected model, so a duty rate, a delivery lane and a return never surface as separate surprises on the same order.

  • 03 · Coverage

    Designed for brands expanding into US, UK, EU and AU

    The markets, registrations and delivery routes we model first are the ones our customers are actually entering.

  • 04 · One model

    One margin model, every route

    Merchant of record, local entity, DDP or 3PL each resolve into the same landed-margin figure, so the routes compare like for like.

US expansion

US expansion, built for profit.

Model nexus, domestic delivery, cross-dock injection, returns, duties and market-entry structure before volume scales.

US sales-tax nexus

Know where you owe before a state tells you.

LLC and B2BC structure modelling

Model an own-entity path against MoR before you commit.

Domestic delivery routing

Price the last mile on real ZIPs, not national averages.

Cross-dock parcel injection

Move bulk into market, then hand parcels to domestic carriers.

US returns consolidation

Consolidate returns on your schedule, not one parcel at a time.

ZIP-level surcharge exposure

See DAS and remote surcharges before they reach the invoice.

Carrier-compatible workflows

Labels, manifests and handoffs that fit the workflows you already run.

Margin forecast by state

See where US demand actually earns its margin, state by state.

US expansion layersIllustrative data

A simplified map of the continental United States. Green tinted areas mark example state-level demand in the West, South and Northeast. Small grey dots mark example destination ZIP exposure across major metro areas. Tiny hollow squares mark example residential delivery density near major metros. Amber hatched areas mark example DAS and remote surcharge exposure across the Mountain West and northern plains. A blue diamond marks the active cross-dock injection node in the Midwest. A green circle marks the returns consolidation node in the Southeast. All placements are illustrative.

A partner cross-dock and returns network spanning the US and Canada.

Carrier-compatible workflows

  • FedEx®
  • UPS®
  • USPS®
Tax & trade

Not just compliant. Profitable.

Model UK VAT, EU IOSS, US sales-tax nexus, duties, HS classification, landed cost and filing obligations against the commercial reality of each market.

  • UK VAT registration and filing

  • EU IOSS registration and monthly filing

  • US nexus and sales-tax exposure

  • HS classification and duty modelling

  • DDP / DAP / importer-of-record pathways

  • Product-level landed cost

  • Customs data and audit trail

  • Market-specific filing calendar

Compliance & margin — UKIllustrative data

Filing calendar

  • UK VAT returnon trackdue in 18 days
  • EU IOSS monthlydue soondue in 6 days
  • US nexus reviewscheduledquarterly

Margin readout

Landed cost modelled
100% of SKUs
Duty exposure
4 lines flagged
Filing obligations
3 markets tracked
Cost intelligence

Know the true cost before the first parcel moves.

Upload historical orders and see the full cost stack by market, product, ZIP, duty rate, tax model, domestic carrier path and return flow.

  • Market profitability
  • Duty/tax exposure
  • Filing obligations
  • Domestic delivery estimate
  • Return-cost estimate
  • FX spread
  • MoR vs own-entity model
  • Cross-dock vs direct parcel model
  • Margin forecast
Cost stack — US$100 order into the USExample model
Example model. Where each dollar of an illustrative US$100 order into the US goes, in order:

$100.00 order − $81.60 costs = $18.40 margin remaining

MoR vs own-entityScenario estimate
MoR/platform cost
$6.00
Margin remaining
$18.40

Same US$100 order · structure changes only.

Lumanora Relay

Bulk into market. Deliver like local.

For brands with US volume, Lumanora Relay models the path from international freight to local domestic delivery — including cross-dock, scan, carrier handoff and returns.

Separate the international movement from the domestic delivery layer so you can model the cost before volume moves.

Relay flow
BULK FREIGHTUS CROSS-DOCKSCAN + VALIDATEDOMESTIC ROUTECUSTOMERRETURN NODECONSOLIDATED RETURN
  1. International bulk freight arrives into the United States.
  2. Parcels are received at a US cross-dock.
  3. Each parcel is scanned and validated.
  4. Parcels enter a domestic carrier route.
  5. The customer receives a local delivery.
  6. Returns collect at a local return node.
  7. Returns travel back as one consolidated movement.
  • Pre-labelled parcel injection

    Parcels land carrier-ready and enter the domestic network on first scan.

  • Domestic carrier workflows

    Hand off to the domestic carriers your customers already know, on standard workflows.

  • 3PL / cross-dock design

    Shape the cross-dock and 3PL footprint around your volume, not a template.

  • ZIP and surcharge modelling

    See ZIP-level surcharge exposure before it lands on a carrier invoice.

  • Weekly/monthly returns consolidation

    Collect returns locally, then move them home in one consolidated flow on your cadence.

  • Carrier-compatible routing

    Model which routing path protects margin across zones, weights and service levels.

Returns

Returns, done with intelligence.

Give customers a local return path, then consolidate, inspect, restock, dispose, donate or return inventory to origin on your schedule.

Not every return needs to cross the world one parcel at a time.

Compare parcel-by-parcel returns against consolidated return flows to see where margin can be recovered.

Upload your return volume and model the difference between individual international returns and weekly or monthly consolidation.

Model your returns

Example model: compare 600 monthly returns across parcel-by-parcel, weekly consolidation and monthly consolidation.

Reference example: express return US → AU

Parcel-by-parcel express≈ A$50–70per returnExample model
Weekly consolidation≈ A$21–23per returnExample model
Modelled saving≈ A$30–45per returnExample model
Monthly consolidation

Lower freight share per return; slower stock recovery. Model with your inputs.

Scenario estimate

Assumes AUD/USD 0.66, 0.6 kg average, weekly cadence, ~US$6/kg consolidated air freight. Savings depend on volume, weight, category, destination mix, return rate and provider contracts.

Returns loop
ConsolidateCustomerLocal return addressInspect / dispositionRestock in marketReturn to originDonate / dispose
  1. The customer sends a return to a local return address.
  2. Returns are held locally and consolidated into one shipment.
  3. Each unit is inspected and given a disposition.
  4. Units restock in market, return to origin, or are donated or disposed.
  5. Restocked units go back on sale in market, closing the loop.
  • Local return address

    Customers return to a domestic address, at domestic cost and speed.

  • Consolidated weekly/monthly returns

    Hold returns locally, then move them as one consolidated shipment on your cadence.

  • Return reason intelligence

    See why products come back, by market, product and category.

  • Inspection and disposition

    Grade every unit once, then route it to the right disposition.

  • Restock or return to origin

    Resell in market where it stacks up; send inventory home only when the model supports it.

  • Margin impact by product/category

    Know what each return flow really costs before you set returns policy.

Stack compatibility

Built around the stack your brand already runs.

Lumanora is designed to work with commerce, shipping, returns, tax, 3PL, WMS and finance data — without forcing a full rebuild.

  • Shopify and Shopify Plus exports

    Compatible with order, catalogue and payout exports from your store.

  • WooCommerce / BigCommerce exports

    Compatible with standard order and product exports from either platform.

  • Starshipit / ShipStation / EasyPost workflows

    Built to connect with the label and manifest workflows your team runs today.

  • Loop / Narvar / ReturnGO returns exports

    Compatible with returns and disposition exports from your returns tooling.

  • 3PL and WMS files

    Designed to support inbound, outbound and inventory files from your 3PL or WMS.

  • Carrier rate cards

    Designed to support contracted rate cards, surcharge tables and zone files.

  • CSV/XLSX uploads

    Designed to support plain spreadsheet uploads when no platform export exists.

  • Xero / QuickBooks / finance exports

    Built to connect with ledger and cost exports for margin reconciliation.

Expertise

Built by operators, not just software.

Lumanora brings together cross-border tax, customs, US expansion, domestic delivery, returns and margin modelling in one operating view.

  • 10+ years cross-border and US market experience

    We earned them shipping real orders and reading the invoices afterwards, line by line.

  • UK VAT, EU IOSS and US nexus pathways

    We have registered and filed these ourselves, so the deadlines never arrive as a surprise.

  • HS classification and landed-cost modelling

    We check codes the way we check invoices, because one digit can reprice an entire market.

  • Cross-dock and returns operating models

    We design these the way dock floors actually run, not the way diagrams promise they will.

  • Shopify and commerce data workflows

    We build around the exports your team already pulls, because nobody needs another data project.

  • Margin-first market-entry strategy

    We open every conversation with landed profit, because a market only counts when it pays.

Model the market before you move the margin.

See which expansion route protects margin before you commit to MoR, tax registrations, cross-dock, 3PLs or returns infrastructure.

Route comparison · USExample model
  • Merchant of Record-6.8% margin
  • US LLC / nexus modelRecommended-2.9% margin
  • DDP + cross-dock-4.1% margin
Margin forecast · 12 moExample model
18.4%Landed margin · recommended route+4.3 pts vs current
Returns · consolidated weeklyExample model

Returns flow: customer returns arrive at a local node, then leave as one consolidated weekly shipment.