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  1. Marketplace
  2. Supplier Matching

Supplier Matching

How the intelligent supplier matching algorithm works

Acheteurdocs5 min de lectureRévisé 2 août 2026

Supplier Matching System

NowToPrint's matching system delegates candidate eligibility and deterministic ranking to the canonical @nowtoprint/marketplace/manufacturing policy. It produces explainable, manual-first supplier recommendation evidence for each RFQ. It does not auto-award work or start public-scale supplier routing automation.

Production Evidence in Quote Comparison

The quote comparison screen also shows Master Data production-fit evidence for each quote. Quotes directly matched to an inventory lot or supplier source appear in the production-ready filter; catalog-context-only quotes remain informational. Source trust and freshness are evaluated against one server-owned decision time when the screen opens, so the result does not drift while the page is open.

These signals do not alter the price or supplier rating and never award an order automatically. The buyer makes the final decision; quote acceptance revalidates the compared RFQ, quote and Master Data snapshot.

Capacity-Aware Shortlisting

A production capability says what a printer can manufacture; a capacity snapshot says whether it can manufacture the requested quantity during a specific time window. NowToPrint treats these as separate evidence.

Before a supplier reaches the manual shortlist, the policy checks capability fit, supplier recommendation, capacity expiry, already reserved capacity, currency, delivery region, price ceiling and lead-time ceiling. Eligible candidates are ordered deterministically by intelligence evidence, price, lead time and supplier identifier. The policy never awards a supplier.

The decision is fail-closed. A supplier without a durable capability, capacity, commercial and delivery-region snapshot is not placed in the shortlist. Missing buyer currency or delivery-region constraints produce an input-incomplete manual review result; the system does not invent a currency, price or capacity value.

Split fulfilment and material or producer substitutions always create a manual hold. Operations must review production, delivery, artwork scaling, commercial terms and buyer re-approval before continuing.

Matching Flow

Criteria RFQ Created Criteria Analysis Supplier Pool Hard constraints Deterministic ranking Manual review shortlist Quantity and product intent Currency and delivery region Capability and recommendation Fresh capacity Commercial and lead-time limits

Decision and ranking order

The policy first rejects failed hard constraints and records every stable reason code. Remaining candidates are ranked by intelligence score, then minor-unit amount, then business-day lead time, then code-point supplier id. The response includes the policy version, rank factors, capacity observation window and net available quantity so an operator can reproduce the decision.

Operational Score Gate

The operational supplier score comes from @nowtoprint/marketplace/suppliers, not from the web UI. A low score blocks public recommendation. A supplier with no history or recent quality/refund evidence stays in manual review and can appear only with explicit review context. Raw verification documents, internal score inputs, and private evidence hashes are not exposed in matching responses.

Notification System

New RFQ Evaluate hard constraints Manual review candidate - rank 1 Manual review candidate - rank 2 Manual review candidate - rank 3 Quote Quote RFQ System Matching Supplier 1 Supplier 2 Supplier 3

Notification Priority

Decision statePriorityNotification
Shortlist for manual reviewHighPriority review or notification candidate
No eligible candidateHoldNo supplier notification is sent
60-79MediumStandard review queue
40-59LowOptional digest or manual outreach
0-39NoneNot recommended for public notification

Supplier Visibility

For suppliers to see RFQs:

RequirementRequired
Enterprise PlanYes
Supplier Pack activeYes
Profile completeYes
Category matchYes
City matchOptional

Category Specialist Signal

A category specialist signal can help operations interpret a supplier profile, but it does not guarantee extra visibility and cannot override the operational score gate.

CriterionRequirement
Category focusStrong recent quote or order history in that category
Acceptance qualityHealthy accepted-quote and completion pattern
Operational scoreClear or explicitly reviewed package-owned score signal
Manual reviewRequired when history is thin or quality/refund evidence is recent

The matching surface should treat this as supporting context for manual review, not as a deterministic ranking multiplier.

FAQ

Why can't I see some RFQs?

  • They may not match your category profile
  • Your city filter may be too restrictive
  • They may be below your minimum order value

How can I improve my matching score?

  • Complete your profile fully
  • Respond quickly (your average response time matters)
  • Maintain high customer satisfaction
  • Become a category specialist

Can I serve all of Turkey?

Yes, you can tick the "All of Turkey" option in your profile settings.

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Order Tracking and Statuses

You can transparently track your order's journey from production through to delivery.

Marketplace Membership and Fees

How NowToPrint assigns membership, evaluates producer candidates, limits advanced access, and discloses other fees.

On this page

Supplier Matching SystemProduction Evidence in Quote ComparisonCapacity-Aware ShortlistingMatching FlowDecision and ranking orderOperational Score GateNotification SystemNotification PrioritySupplier VisibilityCategory Specialist SignalFAQWhy can't I see some RFQs?How can I improve my matching score?Can I serve all of Turkey?
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