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Customer Segment Observations — Duplicate Key Report + Grouped Numeric Summary
x402
Customer Segment Observations — Duplicate Key Report + Grouped Numeric Summary 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).
Analyzes up to 200 customer segment observation rows to produce two reports: a duplicate key detection report and a grouped numeric summary for account_count or revenue_amount.
Price / call$0.01
Success—
StatusUnknown
How this service works
Customer segment observations — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary for supplied customer segment observations records (account_count, revenue_amount). 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 duplicate key report identifying which row_id values appear more than once across the supplied rows, and (2) a grouped numeric summary aggregating the selected numeric field (account_count or revenue_amount) by company_group, including statistics like count, sum, mean, min, and max per group.
Example use cases
Revenue rollup by company group
“I have monthly segment data across three company groups — group-a, group-b, and group-c — with revenue_amount and account_count per row. Can you group the revenue_amount by company_group and also flag any duplicate row IDs in this dataset of 12 rows?”
Duplicate key audit before data merge
“Before I merge these 80 customer segment observation records into our database, can you run a duplicate key check on the row_id field and also give me a grouped numeric summary of account_count by company_group?”
QA check on segment export
“I exported 150 rows of customer segment observations from our CRM — can you check for any duplicate row IDs and summarize revenue_amount grouped by company_group so I can validate the export looks right?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-16-056?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both duplicate key detection and grouped numeric aggregation on customer segment data in a single call, especially when working with up to 200 rows of company-group-level observations. It is ideal for data quality checks before database merges or ETL pipelines and for quick segment-level rollups without standing up your own analytics infrastructure.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, company_group, date, account_count, revenue_amount) causes rejection
- Invalid date format (not YYYY-MM-DD) fails schema validation
- Numeric values outside ±1,000,000,000,000 are rejected
- Empty rows array (minItems: 1 not met) causes error
- Invalid field enum value (not account_count or revenue_amount) returns error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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