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Search Result Observations — Record Quality Audit + Secondary-Measure Weighted Mean
x402
Search Result Observations — Record Quality Audit + Secondary-Measure Weighted Mean 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).
Runs a record quality audit and a secondary-measure weighted mean calculation on up to 200 rows of search result observation data (result_count, unique_domains).
Price / call$0.01
Success—
StatusUnknown
How this service works
Search result observations — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied search result observations records (result_count, unique_domains). 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 for the submitted rows: (1) a record quality audit flagging data issues (nulls, out-of-range values, formatting problems) per row, and (2) a secondary-measure weighted mean for the selected field (result_count or unique_domains) across the dataset. Both reports share the same local analytical engine and cover up to 200 input rows.
Example use cases
Search pipeline data quality check
“I have 50 rows of daily search result observations from three site groups, each with result_count and unique_domains values — can you audit them for record quality issues and also give me a weighted mean on result_count?”
SEO monitoring weighted average
“We track search result counts across multiple domains every day. Can you take these 80 observation rows and run both a quality audit and a weighted mean calculation on unique_domains for me?”
Multi-site search metric summarization
“I've collected search result observations for four site groups over the past month — around 150 rows total with dates, result counts, and unique domain counts. Please run the quality audit and secondary-measure weighted mean on result_count so I can spot any bad records and get a summary stat.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-web-13-016?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have tabular search result observation data (with result_count and unique_domains columns) and need both a data quality audit and a weighted mean statistic in a single call. It is ideal for batch offline analysis of up to 200 rows without needing live lookups or external integrations. It is not suitable for real-time search queries, large datasets exceeding 200 rows, or non-search-domain data.
Side effects
- Rows array is empty or missing — returns validation error
- More than 200 rows submitted — exceeds limit, request rejected
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Field enum value not one of result_count or unique_domains — rejected
- row_id missing or empty — required field violation
- Payment not completed or insufficient USDC balance — 402 Payment Required
- Null values in numeric fields may affect weighted mean calculation accuracy
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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