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Supplier Qualification — Duplicate Key Report + Category Frequencies
x402
Supplier Qualification — Duplicate Key Report + 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 2026-10-23).
Analyzes up to 200 supplier qualification records to produce a duplicate key report and category frequency breakdown for checked_criteria and met_criteria fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Supplier qualification — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies for supplied supplier qualification records (checked_criteria, met_criteria). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values within the submitted records, and (2) a category frequency table showing how often each company_group and related category value appears across the dataset. Both reports are computed locally on the supplied data with no external lookups.
Example use cases
Procurement data deduplication audit
“I've got a batch of supplier qualification records from our procurement system — can you check them for duplicate row IDs and tell me how frequently each company group appears? Here are the rows with their checked_criteria and met_criteria values.”
Supplier onboarding quality check
“Before we import these 120 supplier qualification entries into our system, can you run a duplicate key report and category frequency breakdown on them so we can spot any repeated records or uneven distribution across company groups?”
Qualification criteria frequency summary
“I need a summary of how often each category shows up in this set of supplier qualification records — plus flag any duplicates by row_id. The dataset has company groups, dates, and both checked and met criteria counts for about 80 suppliers.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-02-057?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 supplier qualification records and need two fast, offline analytical reports — duplicate key detection and category frequency counts — without needing live data enrichment, predictions, or external lookups. It is ideal for data quality auditing before ingestion, procurement analytics, and supplier onboarding workflows where cost efficiency ($0.01 for both reports) and simplicity matter.
Side effects
- Fewer than 1 or more than 200 rows submitted — request rejected
- Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) on any row — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- row_id exceeds 80 characters — field length violation
- checked_criteria or met_criteria outside allowed numeric range — validation error
- Payment of 0.01 USDC not completed — 402 Payment Required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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