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Supplier Qualification — Record Quality Audit + Exact Row Deduplication + Category Frequencies
x402
Supplier Qualification — Record Quality Audit + Exact Row Deduplication + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Runs three local analytical reports on supplier qualification records: a record quality audit, exact row deduplication, and category frequency analysis, for up to 200 rows of checked/met criteria data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Supplier qualification — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied supplier qualification records (checked_criteria, met_criteria). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three separate analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values in each row; (2) an exact row deduplication report identifying fully identical records; (3) category frequency counts showing how often each company_group value appears across the submitted rows. All computed locally from the supplied data with no external lookups.
Example use cases
Procurement data cleanup before vendor review
“I have a batch of 80 supplier qualification records with company group, date, checked_criteria, and met_criteria — can you audit them for data quality issues, flag any exact duplicate rows, and give me a frequency breakdown by company group?”
Detecting duplicates in submitted supplier forms
“Our suppliers submitted qualification forms and I suspect there are duplicate entries — please run an exact row deduplication check and a record quality audit on these 120 rows so I can see what needs to be cleaned up.”
Summarizing qualification pass rates by category
“I want to understand how our supplier qualification data is distributed across company groups — can you run a category frequency analysis and a quality audit on these 60 supplier records to see which groups appear most and whether any rows have null or invalid criteria values?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-02-212?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a quick, low-cost ($0.01 USDC) triple-report profile of supplier qualification data — especially when you want quality auditing, deduplication, and category frequency rolled into one call without any external API lookups or ML inference. Ideal for batch preprocessing supplier records before a review cycle or vendor onboarding workflow.
Side effects
- Fewer than 1 row submitted returns a validation error
- More than 200 rows submitted exceeds the row limit
- Malformed date strings not matching YYYY-MM-DD pattern cause schema rejection
- Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) cause row-level errors
- Numeric values outside the allowed range (-1e12 to 1e12) are rejected
- Payment of 0.01 USDC not included or rejected causes 402 error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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