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Business Directory Coverage Record Quality Audit and Exact Row Deduplication
x402
Business Directory Coverage Record Quality Audit and Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Audits record quality and detects exact duplicate rows in business directory coverage data (listed_entities, verified_entities) for up to 200 rows, producing two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Business directory coverage — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied business directory coverage records (listed_entities, verified_entities). 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 independent analytical reports: (1) a record quality audit identifying malformed, null, out-of-range, or otherwise problematic records across the supplied rows; and (2) an exact row deduplication report identifying which rows are byte-for-byte identical across all fields. No external lookups or predictions are made — analysis is performed locally on the supplied data only.
Example use cases
Pre-ingestion data quality check
“Before I load this into our data warehouse, can you audit these 50 business directory coverage rows for quality issues and flag any exact duplicates? I'll send you the rows with company groups, dates, and their listed and verified entity counts.”
Monthly coverage report cleanup
“I've exported our monthly business directory coverage records — about 120 rows across different company groups with listed_entities and verified_entities numbers — can you run both a quality audit and deduplication check so I can see what's dirty or repeated before I share the report?”
Detecting accidental duplicate submissions
“Our data pipeline may have submitted some rows twice this week. Can you take these 30 business directory coverage records with their row IDs, company groups, dates, listed_entities, and verified_entities and tell me which ones are exact duplicates?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-14-002?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local, offline-style data quality validation and exact deduplication for business directory coverage records specifically containing listed_entities and verified_entities numeric columns. It is ideal for pre-ingestion checks, pipeline QA, or monthly reporting cleanup where you want two structured reports for a single low-cost call. Do not use if you need fuzzy/approximate deduplication, live data lookup, entity enrichment, or more than 200 rows.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, company_group, date, listed_entities, verified_entities) causes schema rejection
- Invalid date format (not YYYY-MM-DD) fails pattern validation
- listed_entities or verified_entities values outside ±1,000,000,000,000 are rejected
- Empty rows array is rejected (minItems: 1)
- Payment failure via x402 protocol prevents execution
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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