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Friday Seller Tools – Bulk CSV Audit
x402
Friday Seller Tools – Bulk CSV Audit is a paid API for AI agents from friday-seller-tools-production.up.railway.app, paid per call via x402, $1/call, status unknown (last checked 2026-09-15).
Audits a bulk CSV file of marketplace product listings and returns a queued job with actionable improvement recommendations for Amazon, Walmart, Shopify, or eBay.
Price / call$1
Success—
StatusUnknown
How this service works
Instant, low-cost Amazon, Walmart, Shopify, and eBay listing, upload-preparation, advertising, and image-brief deliverables.
Output
Returns a JSON object containing a job_id and a status field (e.g. 'queued'), indicating the audit has been accepted and is processing asynchronously. The agent should poll or await results using the job_id to retrieve the full audit report with listing-level issues and recommendations.
Example use cases
Pre-upload Amazon CSV validation
“I've got a bulk CSV with 500 Amazon listings ready to go — can you run it through the Friday Seller Tools audit so I can fix any errors or missing fields before I submit it to Seller Central?”
Walmart marketplace listing QA
“Before I bulk-upload my new product catalog to Walmart, can you audit the CSV to flag any content issues, missing attributes, or titles that might get rejected?”
eBay bulk listing health check
“I put together a bulk listing CSV for eBay with 150 items — can you run a CSV audit on it to find problems like incomplete descriptions or bad pricing formats so I can clean it up first?”
Technical details
Endpoint
POSThttps://friday-seller-tools-production.up.railway.app/v1/listings/bulk-csv-auditWhen to prefer
Choose this endpoint when you need to validate a large batch of product listings in CSV format before uploading to Amazon, Walmart, Shopify, or eBay. It is purpose-built for e-commerce seller workflows, catches compliance and content issues at scale, and costs only $1 USDC per call — making it ideal for pre-upload QA automation in agent pipelines managing multi-marketplace catalogs.
Side effects
- Invalid or malformed CSV format returns an error
- Unsupported marketplace type causes rejection
- Missing required columns triggers validation error
- Oversized file may exceed payload limits
- Job queue delays may cause slow turnaround for large files
- Network/server errors from Railway-hosted infrastructure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| csv_text | string | |
| marketplace | string |
Output
Schema · Response
{
"type": "json",
"example": {
"job_id": "example",
"status": "queued"
}
}Tags
x402
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