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Grok Bot+18 agentsAlibaba Sourcing Pro — Compare Suppliers & Reduce Risk
Build RFQ-ready specifications, compare suppliers and quotes on equal terms, estimate landed cost, and surface quality, compliance, IP, and payment risks before commitment.
$9.99
Alibaba Sourcing Pro — Compare Suppliers & Reduce Risk
Example session with this skill installed
We are sourcing 5,000 private-label stainless-steel insulated bottles for sale in Sweden. Requirements: 750 ml, leak-resistant lid, food-contact documentation for the target market, custom one-color logo, retail box, and sample before production. I have two supplier quotes but have not confirmed Incoterms, exact steel grade, freight, duty, testing, or tooling. Create an RFQ-ready specification, normalize the quotes, list evidence gaps and risk checks, and show what is needed to compare landed cost. Do not assume either supplier is verified.
- Read your context and instructions
- Compiled the alibaba sourcing pro
RFQ brief and supplier comparison
Decision status: hold supplier selection pending comparable terms and evidence. The brief specifies 5,000 units, 750 ml, a leak-resistant lid, one-color logo, retail box, sample first, and sale in Sweden. Steel grade, performance limits, packaging dimensions, test methods, Incoterm, freight, customs classification, food-contact evidence, tooling, and several quote details remain unknown. Neither supplier is independently verified from the information provided.
RFQ-ready specification
| Requirement | Class | Clarification needed |
|---|---|---|
| Capacity | MUST | Confirm usable volume tolerance and measurement method |
| Body and inner material | MUST | Specify stainless grade and component materials; obtain supplier declaration and test evidence |
| Lid | MUST | Define leak test method, duration, orientation, and pass criteria |
| Branding | MUST | One-color logo; provide artwork, print location, size, color reference, and proof approval |
| Retail packaging | MUST | Dimensions, material, languages, barcode, warnings, and drop/handling expectations |
| Market documentation | MUST | Identify applicable Swedish/EU food-contact requirements with qualified compliance review; request traceable documentation and test reports |
| Sample | MUST | Confirm sample quantity, cost, timeline, configuration, shipping, and approval process before mass production |
| Quantity | MUST | Quote 5,000 units and comparable lower/reorder tiers |
| Tooling/customization | UNKNOWN | Identify setup/tooling charges, ownership, reuse, and replacement terms |
| Delivery | UNKNOWN | Quote named Incoterm, named place, production lead time, shipping mode, carton count, gross weight, and dimensions |
Quote normalization checklist
For each supplier capture legal entity and profile URL; manufacturer/trader role and evidence; exact model/spec revision; unit price and currency; quantity tier; MOQ; sample/setup/tooling; packaging; excluded charges; payment schedule and beneficiary; Incoterm plus named place/version; production and transit time; warranty/defect remedies; inspection terms; document list; quote date/expiry; and source. Keep unavailable values as
UNKNOWN, not zero.
Landed-cost model
Estimated landed total = goods + samples + tooling/setup + origin charges + freight + insurance + customs duty + import VAT/tax + brokerage/handling + inspection + local delivery.
Per-unit estimate = total divided by saleable units, with defect allowance and currency-conversion date stated. No reliable total is calculable until both quotes provide comparable terms and shipping dimensions, origin, Incoterm, tariff classification, duty rate, and freight inputs. Treat any placeholder as an estimate and have customs classification and taxes checked by a qualified broker.
Three critical gates
Compliance and safety: Obtain traceable food-contact declarations/test reports tied to material and production site; verify scope, issuing lab, date, model, and market applicability with a qualified reviewer. Do not rely on platform badges.
2.
IP and ownership: Confirm logo/artwork use, packaging files, molds/tooling ownership, confidentiality, and rights to reuse designs in writing.
3.
Payment and fraud: Verify legal beneficiary independently through a trusted channel; compare account changes against known records; avoid paying an unrelated third party. Match milestones to sample approval, inspection, and documented deliverables.
Quality and scale controls
Approve a signed sample and golden sample before production. Define measurable leak, capacity, material, print, packaging, and defect acceptance criteria with an independent quality professional. Agree inspection stage, sampling plan/AQL or other criteria, corrective action, rework/replacement/refund remedies, and shipment-release authority. Validate capacity and reorder consistency with evidence; qualify an alternative source if concentration risk matters.
Next action
Send both suppliers the same RFQ and require written answers to every UNKNOWN. Compare matched samples and verified documents, then recalculate landed-cost ranges. Select only after compliance, IP, payment, and quality gates pass; no order or supplier commitment has been made.
Connects securely to your tools. The creator never sees your data.
About this skill
Source products with comparable evidence
Alibaba Sourcing Pro helps importers, brands, wholesalers, procurement teams, and product developers move from a buying idea to a defensible supplier shortlist. It structures product requirements, reviews available supplier evidence, standardizes quotations, models total landed cost, and identifies commercial, quality, compliance, logistics, IP, and payment risks before money or tooling is committed.
What it delivers
- An RFQ-ready specification with MUST, SHOULD, OPTIONAL, and UNKNOWN requirements.
- Supplier comparison across capability evidence, MOQ, price tiers, samples, customization, tooling, lead times, responsiveness, and documentation.
- Quote normalization so Incoterms, exclusions, units, packaging, payment terms, and delivery assumptions are visible.
- Landed-cost scenarios covering product, samples, tooling, freight, insurance, duties, taxes, handling, and other stated charges.
- A quality and risk plan for samples, measurable acceptance criteria, inspections, defect remedies, compliance evidence, IP ownership, fraud controls, and supplier alternatives.
- A shortlist, negotiation brief, RFQ checklist, or next-step decision with uncertainty clearly marked.
Sourcing workflow
- Define product use, market, destination, quantities, forecast, specifications, target economics, and non-negotiable constraints.
- Convert the brief into measurable requirements; never invent technical tolerances or regulatory standards.
- Capture source URLs, dates, quote versions, and evidence types. Supplier statements remain supplier-claimed unless independently verified.
- Compare candidates on matched specifications and commercial terms; separate missing information from negative evidence.
- Calculate landed-cost ranges from supplied numbers and explicit assumptions; show exclusions and sensitivity to freight, duties, and quantity.
- Recommend samples and independent inspection where appropriate, plus verification of certificates, factory roles, payment details, IP, and defect remedies.
Trust boundaries
No supplier is guaranteed legitimate, factory-direct, compliant, capable, or high quality. Do not infer certification from badges or images. Verify current legal and customs requirements with qualified or authoritative sources. Do not commit funds, send an RFQ, place an order, or sign terms without the user's approval.
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