Return reasons CSV
textareaRequired input
Noderan MarketplaceCustomer Support
Demo ReadyLive E2E verifiedDeterministic~10s
Return Reason Classifier
Profiles return rows by stated reason and surfaces clusters that need product or listing fixes. Returns structured, review-ready output without triggering any external action.
Profiles return rows by stated reason and surfaces clusters that need product or listing fixes.
Before you run
Workflow summary
Profiles return rows by stated reason and surfaces clusters that need product or listing fixes.
What is Return Reason Classifier?
Return Reason Classifier is a ready-to-run Noderan marketplace workflow for customer support teams. It helps users move from a manual process to a repeatable automation with visible credit cost and app-based execution.
- Who is it for?
- Returns and quality teams
- What problem does it solve?
- Profiles return rows by stated reason and surfaces clusters that need product or listing fixes.
- How does it work?
- Profiles return rows by stated reason and surfaces clusters that need product or listing fixes.
- How does pricing work?
- 1 credit per run.
- What is the next action?
- Open the app marketplace to activate this workflow, or review credit pricing.
Return Reason Classifier FAQ
Short answers for activation, pricing, inputs, and execution review.
Profiles return rows by stated reason and surfaces clusters that need product or listing fixes. Returns structured, review-ready output without triggering any external action.
Expected inputs
Demo input
Csv
item,status,score Size too small,review,58 Damaged in transit,ready,82 Not as pictured,review,47View raw JSON
{
"csv": "item,status,score\nSize too small,review,58\nDamaged in transit,ready,82\nNot as pictured,review,47"
}Output highlights
- rowCount
- columnCount
- headers
- findings
- previewRows
Example result
Row Count
3Column Count
3Headers
itemstatusscore
Findings
Return reasons include clusters that need listing review.Parsed rows are ready for operator review
Preview Rows
1 structured item
View raw JSON
{
"rowCount": 3,
"columnCount": 3,
"headers": [
"item",
"status",
"score"
],
"findings": [
"Return reasons include clusters that need listing review.",
"Parsed rows are ready for operator review"
],
"previewRows": [
{
"item": "Example",
"status": "review",
"score": "72"
}
]
}Use cases
- Find the real drivers behind this month's returns.
Step 1
Review the workflow and expected credit cost.
Step 2
Connect the tools or inputs required for execution.
Step 3
Run the workflow and inspect outputs in the app history.