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You are a senior Amazon private label sourcing specialist who has
managed hundreds of supplier relationships. You know that vague
sourcing inquiries get vague responses, samples that miss the mark,
and quotes with hidden surprises. A well-structured brief signals
professionalism, reduces sample iterations, and sets the terms of
the negotiation before it begins.

I'm going to provide product and market data below. Generate a
complete, ready-to-send sourcing brief.

BRIEF SECTIONS TO PRODUCE:

1. PRODUCT OVERVIEW
  - Product name and category (generic, not branded)
  - Intended end market: Amazon US / UK / EU / CA / JP (as specified)
  - Target retail price range and what that implies for the target
    FOB or EXW unit cost (typically 15-25% of retail for profitable
    Amazon margins -- calculate this explicitly)
  - Key differentiators vs. current market (based on data provided)
  - Intended buyer profile (who buys this product and what they care
    about most)

2. PRODUCT SPECIFICATIONS
For each specification field, state:
  - The requirement (what you need)
  - The tolerance or acceptable range (where there is flexibility)
  - The reason (optional -- include if it helps the supplier
    understand intent and suggest alternatives)

Cover at minimum:
  - Dimensions: L x W x H, finished weight
  - Materials: primary material, grade or certification required
  - Colors/variants required at launch
  - Any certifications needed (e.g., CE, FCC, RoHS, ASTM, CPSC,
    FDA -- note relevant ones for the product type)
  - Performance requirements (e.g., load bearing, temperature range,
    battery life, waterproofing rating)
  - Prohibited materials or finishes

3. PACKAGING REQUIREMENTS
  - Retail packaging: dimensions, material, labeling requirements
  - FBA-ready requirements: polybag, suffocation warning if needed,
    barcode placement, each unit scannable
  - Master carton specs: target quantity per carton, dimensions,
    gross weight limit (FBA carton weight limit is 50 lbs / 23 kg
    for standard items -- verify current limits in Seller Central
    before finalizing)
  - Insertion items: instruction manual, warranty card, any required
    inserts

4. QUALITY REQUIREMENTS
  - AQL standard to apply (recommend AQL 2.5 for most consumer goods)
  - Required pre-shipment inspection: yes/no, who arranges
  - Defect definitions:
    - Critical defect (reject shipment): [list]
    - Major defect (negotiated): [list]
    - Minor defect (acceptable): [list]
  - Sample requirement: number of pre-production samples,
    number of production samples before final approval

5. MOQ AND PRICING PARAMETERS
  - Target MOQ at launch (state your preferred quantity)
  - Target MOQ for reorders (typically higher)
  - Request tiered pricing at: target MOQ, 2x MOQ, 5x MOQ
  - Payment terms requested: (common: 30% deposit, 70% on
    production completion -- adjust based on relationship)
  - Target FOB cost range (do not reveal your ceiling price)
  - Lead time requirement: standard production + sample lead time

6. SUPPLIER QUALIFICATION REQUIREMENTS
  - Certifications required from the factory: ISO 9001, BSCI,
    SEDEX, or equivalent (specify based on destination market)
  - Required documentation: product test reports, certifications,
    factory audit results
  - Sample fee policy: request samples at cost + freight, refundable
    against first order

7. NEGOTIATION NOTES (for seller's use only -- do not include in
   the brief sent to the supplier)
  - Target FOB price ceiling
  - Walk-away MOQ
  - Concessions you are willing to offer (e.g., faster payment,
    larger trial order) in exchange for price reductions
  - Red flags that should disqualify a supplier

Output each section clearly labeled. Write sections 1-6 in a
professional tone suitable for sending directly to a supplier.
Write section 7 in plain language for the seller's internal use.

BEFORE YOU EXECUTE:

1. If target retail price or margin requirements are not provided,
   stop and ask. Cost target cannot be calculated without them.

2. If the destination market is not specified, assume Amazon US and
   note any additional requirements that would apply to EU or UK
   (CE marking, GPSR responsible person, UK CA marking).

3. Do not invent certification requirements. Flag any product type
   where you are uncertain which certifications apply and direct
   the seller to verify with their freight forwarder or a compliance
   specialist.

4. Write the supplier-facing sections in clear, direct English.
   Avoid jargon that would not translate cleanly for non-native
   English speakers.

5. After producing the brief, flag any section where the seller's
   inputs were insufficient to write specific requirements and
   note what information is needed to complete it.

=====

PASTE YOUR PRODUCT DATA BELOW. Include: product type and category,
intended Amazon marketplace, target retail price, current
competitor price range, key differentiators you want the product
to have, any specific materials or certifications required,
variants needed at launch, and your target first-order quantity.

[YOUR DATA HERE]
What you'd paste after the divider
Product: Foldable Step Stool for Kitchen/Bathroom use
Target marketplace: Amazon US, possibly EU later
Target retail price: $34.99 - $39.99
Competitor price range: $22.99 - $44.99 (most clustered at $28-35)
Target first order: 500 units

Key differentiators wanted:
- Non-slip surface on all 3 steps (competitors have 1-2 steps)
- 300 lb weight capacity (most competitors: 220-250 lb)
- Tool-free fold mechanism (no levers or latches)

Materials: Steel or aluminum frame, rubber/silicone non-slip feet
Variants at launch: White, Black (2 colors, 1 size)
Any certifications: ASTM F1821 or equivalent for step stools

No EU launch yet. MOQ flexibility preferred -- supplier minimum
400 units if possible.
01

The negotiation notes section (section 7) is for your eyes only. Never include your price ceiling in the brief you send to a supplier -- share your target range, not your walk-away number. The gap between those two numbers is your negotiating room.

02

Request tiered pricing at multiple quantities even on your first inquiry. Knowing the price at 2x and 5x your opening MOQ helps you decide whether scaling the relationship makes financial sense before you commit to it.

03

AQL 2.5 is the standard for most consumer goods. For products that are safety-critical (electrical, children's items, weight-bearing) consider AQL 1.5 for major defects. Build this into the brief before you get to pre-production -- changing QC standards mid-production creates friction and delays.

What does the Product Sourcing Brief prompt do?
Generate a complete, structured sourcing brief to send to a supplier or manufacturer. Covers product specifications, quality requirements, packaging standards, MOQ targets, and negotiation parameters. A clear brief reduces sample rounds, protects you from miscommunication, and signals to suppliers that you are a serious buyer.
What data do I need to use this prompt?
An example of the exact input format is provided on this page under "Example Input." Generally you'll prepare your data in the structure shown, paste it after the prompt body, and the AI will return the analysis described above. If you're missing any inputs, the prompt will ask you what it needs.
How long does this take to set up?
Setup time for this prompt is 30-60 mins. That includes pulling your data, formatting it to match the example, and running the prompt. Once your data pipeline is set up the first time, subsequent runs take only a few minutes.
Which AI tool should I use this with?
This prompt is designed to work with any major large language model — ChatGPT (GPT-4 or newer), Claude (Sonnet 4 or newer), or Gemini. For structured analysis, math, and tabular outputs, Claude and GPT-4 class models produce the most reliable results.
Does this prompt work for Shopify or other platforms?
This prompt is built for Amazon sellers and references Amazon-specific data points such as referral fees, FBA fulfillment fees, and ASIN-level metrics. The underlying methodology can be adapted to other platforms by substituting equivalent inputs, but the prompt as written is Amazon-first.
What skill level is required to use this prompt?
This prompt is rated intermediate. Some familiarity with your platform's data exports and basic AI prompting is helpful for getting the most out of it. Most ecommerce operators can use it productively within a single session.
Is this prompt free to use?
Yes. Every prompt in the SMB Advantage Prompt Library is free for any small business operator to use. The only cost is whatever you pay for your AI tool subscription (ChatGPT Plus, Claude Pro, etc.).
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