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Citation Inventories — Record Quality Audit + Numeric Row Ordering
x402
Citation Inventories — Record Quality Audit + Numeric Row Ordering 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).
Audits record quality and applies numeric row ordering to citation inventory data (reference_count, verified_references) for up to 200 rows, producing 2 analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Citation inventories — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering for supplied citation inventories records (reference_count, verified_references). 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
Two analytical reports: (1) a record quality audit flagging issues such as null, missing, or out-of-range values in reference_count and verified_references fields; and (2) a numeric row ordering report ranking rows by the specified field (reference_count or verified_references). No external lookups or predictions are made — all analysis is performed locally on the supplied data.
Example use cases
Research database citation quality check
“I have 120 citation records from our research database with reference_count and verified_references columns — can you audit them for quality issues and order the rows numerically by reference_count so I can spot problems?”
Bibliography verification before journal submission
“Before I submit this paper, I need a quality audit on my 80 citation inventory records and want them ordered by verified_references — can you run both reports on my dataset?”
Document group citation data cleanup
“We have citation inventory data across several document groups and I need to know which rows have data quality issues and how they rank numerically by reference_count — can you generate those two reports for up to 200 rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-06-007?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need offline, local analytical processing of citation or reference inventory data — specifically a data quality audit combined with numeric ordering — without any live lookups, predictions, or external data enrichment. It is best suited for bibliographic datasets, research reference tracking, or document citation inventories with up to 200 rows at low cost ($0.01 USDC for both reports).
Side effects
- Exceeding 200 rows causes rejection or truncation
- Missing required fields (row_id, date, reference_count, verified_references) cause validation errors
- Invalid date format (non YYYY-MM-DD) triggers schema rejection
- Payment failure via x402 protocol prevents execution
- Null values in both numeric fields may produce limited audit output
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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