Supplier Matching
How the intelligent supplier matching algorithm works
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
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
Notification Priority
| Decision state | Priority | Notification |
|---|---|---|
| Shortlist for manual review | High | Priority review or notification candidate |
| No eligible candidate | Hold | No supplier notification is sent |
| 60-79 | Medium | Standard review queue |
| 40-59 | Low | Optional digest or manual outreach |
| 0-39 | None | Not recommended for public notification |
Supplier Visibility
For suppliers to see RFQs:
| Requirement | Required |
|---|---|
| Enterprise Plan | Yes |
| Supplier Pack active | Yes |
| Profile complete | Yes |
| Category match | Yes |
| City match | Optional |
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.
| Criterion | Requirement |
|---|---|
| Category focus | Strong recent quote or order history in that category |
| Acceptance quality | Healthy accepted-quote and completion pattern |
| Operational score | Clear or explicitly reviewed package-owned score signal |
| Manual review | Required 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.
Cet article vous a-t-il été utile?
Articles connexes
Last updated on