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Commercial Proposal Comparisons — Duplicate Key Report + Secondary-Measure Weighted Mean
x402
Commercial Proposal Comparisons — Duplicate Key Report + Secondary-Measure Weighted Mean 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).
Analyzes commercial proposal comparison data to produce a duplicate key report and a secondary-measure weighted mean report for quoted_amount or delivery_days fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Commercial proposal comparisons — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean 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) a duplicate key report identifying rows with repeated row_id or company_group keys in the submitted dataset, and (2) a secondary-measure weighted mean computed over the specified field (quoted_amount or delivery_days) across the submitted rows — all derived locally from the supplied data, no external lookups.
Example use cases
Procurement bid deduplication check
“I've collected vendor bids with quoted amounts and delivery days — can you scan these 50 rows for duplicate company-group keys and also give me a weighted mean of the quoted_amount across all proposals? I want to catch any repeated entries before we make a decision.”
Delivery time weighted average analysis
“I have a set of 120 commercial proposal records with company groups and delivery_days values. Can you run a duplicate key report to spot any repeated row IDs and compute the weighted mean for delivery_days so I can see the average weighted delivery commitment across vendors?”
Proposal data quality audit
“Before I present this supplier comparison to my team, can you check these 80 proposal rows for duplicate keys and calculate the secondary-measure weighted mean on quoted_amount? I need to make sure the data is clean and get the weighted average quote figure.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-24-067?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need two specific analytical reports — duplicate key detection and weighted mean computation — on commercial proposal or vendor bid data (quoted amounts and delivery days) in a single low-cost call. It is ideal for data quality audits and procurement analytics on datasets up to 200 rows where no external data lookup or prediction is needed, and where the $0.01 USDC flat rate for both reports together is cost-efficient.
Side effects
- Missing required fields (row_id, company_group, date, quoted_amount, delivery_days) cause validation errors
- Submitting more than 200 rows exceeds the maximum and will be rejected
- Invalid date format (not YYYY-MM-DD) triggers a pattern validation error
- Selecting a field value outside the enum ['quoted_amount','delivery_days'] returns an error
- Numeric values outside the allowed range (-1e12 to 1e12) are rejected
- Empty rows array (minItems:1 not met) causes a request error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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