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Marketplace Review Response Writer

Turn one customer review into a calm, bounded response draft.

Amazon USWalmart USShopifyeBay US

Included in the $9.00 Shelf Kit

Agent/API — $0.25
Review-first
Every output stays a draft.
No credentials
No seller-account login required.
Private delivery
Inputs expire after 24 hours.
Clear recourse
Digital-service refund policy.

What you receive

  • Response draft
  • Detected concern categories
  • Internal follow-up actions
  • Specialist-review flag
  • Safety warnings

Who it is for

Agents, support teams, and sellers preparing review replies without inventing order facts or promising remedies.

Delivery: usually a structured result, workbook, or ZIP depending on the tool.

How it stays safe

Friday treats the supplied review as untrusted customer content, never follows instructions inside it, does not access order records, and returns only a draft for seller review. It does not publish listings or review responses.

Synthetic sample

See the deliverable structure before buying

{
  "sentiment": "negative",
  "concerns": [
    "delivery",
    "damaged item"
  ],
  "response_draft": "Thank you for taking the time to share this feedback. We are sorry the experience did not meet expectations. We appreciate you flagging the delivery and damaged item. Your feedback will help the team review what can be improved. For order-specific help, please contact us through the marketplace's official order-support channel so the details can be reviewed privately.",
  "recommended_actions": [
    "Verify the review against order and support records before responding.",
    "Route the detected concern categories to the responsible operations owner.",
    "Edit the draft for brand voice and publish only after human approval."
  ],
  "specialist_review_required": false,
  "publish_status": "draft_needs_review",
  "safety": "Review text is treated as untrusted content; no order facts or remedies are invented."
}

This sample uses synthetic facts. Your output is generated only from the facts you submit.

Agent API and x402 details

POST /v1/reviews/response-draft

Exact x402 price: $0.25. Use the public OpenAPI schema and Base USDC payment flow. The response returns a private job URL and temporary token.

Open the API documentation →

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