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Commercial Proposal Comparisons — Exact Row Deduplication + Duplicate Key Report
x402
Commercial Proposal Comparisons — Exact Row Deduplication + Duplicate Key Report is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).
Deduplicates exact rows and generates a duplicate key report for commercial proposal comparison records (quoted_amount, delivery_days) — up to 200 rows, 2 reports per call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Commercial proposal comparisons — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied commercial proposal comparisons records (quoted_amount, delivery_days). 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 analytical reports: (1) an exact row deduplication result identifying and removing fully duplicate records from the input set, and (2) a duplicate key report listing which row identifiers share identical key field combinations (quoted_amount, delivery_days). Both reports are computed locally from the supplied data — no external lookups are performed.
Example use cases
Cleaning duplicate supplier bids before scoring
“Before we score these 80 vendor proposals, can you deduplicate them and flag any rows where the quoted_amount and delivery_days are exactly repeated across company groups? I'll send you the full list now.”
Audit RFQ responses for repeated entries
“We received 150 RFQ responses and suspect some vendors submitted the same proposal twice — run exact row deduplication and give me a duplicate key report so we can remove the extras before review.”
Pre-analysis cleanup of procurement comparison table
“I've got a proposal comparison table with about 120 rows across several company groups and dates — can you strip out any exact duplicate rows and tell me which row IDs had duplicate keys before I import this into our model?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-24-038?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to simultaneously deduplicate proposal records AND identify which key combinations are repeated, specifically for commercial proposal comparison datasets with quoted_amount and delivery_days fields. Ideal for pre-analysis data cleaning of procurement or RFQ data where you need both a cleaned dataset and a provenance report on removed duplicates, all without sending data to external systems. Best suited for batches up to 200 rows at very low cost ($0.01 per call covering both reports).
Side effects
- Input exceeds 200 rows — request will be rejected or truncated
- Missing required fields (row_id, date, quoted_amount, delivery_days) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern will fail schema validation
- Null values in quoted_amount or delivery_days may affect duplicate key matching logic
- Empty rows array (minItems: 1 not met) will fail validation
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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