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Proposal Preparation — Duplicate Key Report + Category Frequencies
x402
Proposal Preparation — 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 2026-10-25).
Analyzes proposal preparation records to produce a duplicate key report and category frequency breakdown for up to 200 rows using local analytical engines.
Price / call$0.01
Success—
StatusUnknown
How this service works
Proposal preparation — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies 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) a duplicate key report identifying any repeated row_id values within the submitted records, and (2) a category frequency table showing how often each document_group value appears across the rows. No external data is fetched; all analysis is performed locally on the supplied rows.
Example use cases
Audit proposal data for duplicates
“I've got a batch of proposal preparation records with fields like row_id, document_group, date, completed_sections, and planned_sections — can you scan them for any duplicate row IDs and show me a frequency breakdown of document groups?”
Track section completion by category
“Can you analyze these proposal records and tell me how many times each document group shows up, and flag any duplicate keys across the rows? I want to make sure my data is clean before I submit.”
QA check on multi-group proposal dataset
“I'm preparing a report on proposal sections across groups like 'group-a' and 'group-b' — please run a duplicate key check and category frequency count on these 150 rows so I can catch any data issues.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-08-057?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to simultaneously audit a batch of proposal preparation records for duplicate row identifiers AND understand the distribution of document groups — all in a single low-cost call ($0.01 USDC for both reports). Ideal for data quality checks before ingesting or reporting on proposal datasets of up to 200 rows, without needing any live lookup or external enrichment.
Side effects
- More than 200 rows submitted — request rejected due to maxItems limit
- Missing required fields (row_id, date, completed_sections, planned_sections) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Empty rows array — rejected due to minItems constraint
- Malformed numeric values for completed_sections or planned_sections outside allowed range
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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