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Membership Activity Record Quality Audit
x402
Membership Activity Record Quality Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Audits up to 200 membership activity records (by tier and date) for data quality issues such as missing, null, or out-of-range values in member counts and renewals.
Price / call$0.01
Success—
StatusUnknown
How this service works
Membership activity - Record quality audit: Record quality audit for Membership activity. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded record quality audit deliverable.
Output
Returns a bounded quality audit deliverable identifying data quality issues across the supplied membership activity records, including flags for missing, null, malformed, or out-of-range values in fields such as member counts, renewal counts, and dates, across up to 200 rows.
Example use cases
Pre-import membership data validation
“Before I load this batch of membership records into our database, can you audit them for data quality issues? I have about 50 rows each with a row_id, tier like 'gold' or 'silver', a date, a member count, and a renewal count — flag anything that looks wrong or missing.”
Renewal data integrity check
“I need to check the quality of our renewal tracking data — can you audit these 120 membership activity rows across tiers 'enterprise' and 'standard' for any null renewal counts or bad date formats before we run our monthly report?”
Tier-specific membership audit
“Run a record quality audit on these 30 membership activity entries for our 'premium' tier from October 2026 — the row IDs go from row-1 to row-30 and I want to catch any records where member counts or renewals are missing or out of range.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-analytics-membership-quality?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, low-cost ($0.01 USDC) local data quality audit on up to 200 membership activity records with tier, date, member count, and renewal count fields. It is ideal as a pre-processing validation step before ingesting membership data into a database or analytics pipeline. Prefer it over general-purpose validation tools when your data is specifically structured around membership tiers and renewal tracking.
Side effects
- Fewer than 1 row supplied returns a validation error
- More than 200 rows supplied exceeds the maxItems limit
- Missing required fields (row_id, tier, date, members, renewals) in any row causes rejection
- Invalid date format (not YYYY-MM-DD) triggers pattern validation failure
- Numeric values outside the allowed range cause schema rejection
- Malformed JSON body returns a bad request error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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