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Company Record Completeness – Numeric Distribution & Row Ordering
x402
Company Record Completeness – Numeric Distribution & 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 2026-10-19).
Computes numeric distribution statistics and row ordering analysis for company record completeness data (populated_fields, required_fields) across up to 200 rows, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company record completeness — Numeric distribution + Numeric row ordering: Numeric distribution + Numeric row ordering for supplied company record completeness records (populated_fields, required_fields). 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 numeric distribution report showing statistical spread (e.g. min, max, mean, percentiles) of the selected field (populated_fields or required_fields) across all supplied rows, and (2) a row ordering report ranking each row by the selected field value, enabling identification of top and bottom performers in record completeness.
Example use cases
CRM data quality audit
“I've exported 150 company records from our CRM with how many fields are populated versus required for each — can you run a numeric distribution and row ordering report on populated_fields so I can see the spread and identify which companies have the best and worst completeness?”
Onboarding completeness ranking
“We have 80 newly onboarded company profiles with populated_fields and required_fields counts by date and group — can you analyze the distribution of required_fields and rank the rows so I know which onboarding cohorts are lagging behind?”
Multi-group completeness comparison
“I have company records split into two groups (enterprise and SMB) with field population data — please give me a numeric distribution and ordered ranking of populated_fields so I can compare how complete each group's records are.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-01-073?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a statistical distribution summary and a ranked ordering of company records by a single completeness metric in one call. It is ideal for batch analysis of up to 200 rows of pre-collected company record completeness data without requiring any live data lookup, external enrichment, or predictions — useful for data quality audits, CRM hygiene checks, and onboarding completeness reviews.
Side effects
- Fewer than 1 row supplied — validation error
- More than 200 rows supplied — exceeds limit, request rejected
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Missing required fields (row_id, company_group, date) — request rejected
- Field selector not in enum [populated_fields, required_fields] — validation error
- Null values in numeric fields may affect distribution calculations
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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