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Proposal Preparation — Exact Row Deduplication + Duplicate Key Report
x402
Proposal Preparation — 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 2026-10-26).
Deduplicates proposal preparation records by exact row match and generates a duplicate key report for completed_sections and planned_sections data, up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Proposal preparation — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied proposal preparation records (completed_sections, planned_sections). 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) an exact row deduplication result identifying and removing fully duplicate rows from the submitted proposal preparation records, and (2) a duplicate key report highlighting which key combinations (e.g. row_id, document_group, date) appear more than once across the dataset. No external lookups or predictions are made — all analysis is performed locally on the supplied data.
Example use cases
Proposal data cleanup before submission
“I have a list of proposal section records with document_group, date, completed_sections, and planned_sections — some rows seem to be entered twice. Can you run exact row deduplication on them and show me a duplicate key report so I know which entries to clean up?”
Audit repeated entries across document groups
“We track proposal progress across multiple document groups and dates, but I suspect some rows got duplicated in our export. Run deduplication on these records and give me a report showing which row_ids or key combinations appear more than once.”
Pre-review data quality check for proposal sections
“Before our proposal review meeting, I want to make sure there are no duplicate rows in our section completion tracking data. Can you deduplicate the records by exact row match and generate a duplicate key report for the completed_sections and planned_sections fields?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-08-038?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local deduplication of proposal preparation records (completed_sections, planned_sections) without any external data lookup or AI prediction — especially when you need both an exact row deduplication result and a structured duplicate key report in a single $0.01 call for up to 200 rows.
Side effects
- Empty rows array or missing required fields (row_id, date) causes validation error
- More than 200 rows submitted exceeds the maximum batch size
- Malformed date strings not matching YYYY-MM-DD pattern are rejected
- Non-numeric or out-of-range values for completed_sections or planned_sections cause schema errors
- Payment of 0.01 USDC not completed results in 402 Payment Required response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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