Manufacturer Brief

Turn buyer complaints and expectations into concrete requirements for your factory.

Summarizes what buyers want and where current products fail. The result is a list of requirements for the product, its parts and packaging, with a way to check each one.

In developmentNo connection needed
Fixes
Stage 2 – Positioning & offer
Readiness
In development. Being built for the first early-access release. Not available to customers yet.
Start with
Start with a product description and market data
Result
Requirements table with priorities
Planned export
PDF, Word (.docx), Excel (.xlsx)

When you need it

  • Before ordering samples for a new product
  • When reviews point to a defect you can fix at the factory
  • When planning version 2 of a product

What you enter

InputRequiredNote
Reviews analysis or competitor ASINsRequired–
Current specificationOptional–
Target landed costOptional–

Connections

Required
None

You can start with a product description and market data – no Amazon account needed.

With Seller CentralOptional
Your return reasons, to add issues buyers don't put in reviews

What happens during the analysis

  1. Summarizes complaints and expectations from reviews and returns
  2. Turns each into a requirement for the product, components, packaging or insert
  3. Sets a priority and an acceptance check for each requirement
  4. Lists questions to ask the supplier

What you get

  • Requirements table with priorities
  • Acceptance checks for samples
  • Questions for the supplier

Example result

Sample requirementsSample data
RequirementWhyHow to check
Tray widths sized for 15–21 in drawersTop complaint: doesn't fitMeasure 5 samples per size
Silicone pads under every traySecond complaint: slidingTray stays put on a tilted board
Sanded, sealed edgesSplinter complaintsRun a glove across all edges

Export

PDFWord (.docx)Excel (.xlsx)

Planned formats for the product. The demo can export some sample results as CSV, Markdown or a printable page.

Limitations and missing data

  • Feasibility and cost must be confirmed by the supplier
  • This is not engineering or safety certification

What to do next