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Customer Segment Observations — Duplicate Key Report + Adjacent Row Changes
x402
Customer Segment Observations — Duplicate Key Report + Adjacent Row Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-20).
Analyzes up to 200 customer segment observation rows to produce two local analytical reports: a duplicate key report and an adjacent row changes report, for account_count or revenue_amount fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Customer segment observations — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes 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 rows with repeated key combinations, and (2) an adjacent row changes report showing where the selected field (account_count or revenue_amount) changes between consecutive rows — all computed locally with no external lookups.
Example use cases
Audit segment data for duplicate entries
“I have about 150 customer segment records with row IDs, company groups, and dates — can you check the account_count field for any duplicate keys and flag which adjacent rows show changes?”
Revenue anomaly detection across segments
“Here are my segment observations for Q4 with company_group and revenue_amount columns — run the duplicate key report and adjacent row changes analysis on revenue_amount so I can spot data entry errors.”
Data quality check before analytics pipeline
“Before I load these 80 customer segment rows into my dashboard, can you run both the duplicate key report and adjacent row changes report on the account_count field to make sure the data is clean?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-16-062?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local duplicate-key detection and adjacent-row change analysis on customer segment observation data (account_count or revenue_amount) without any external lookups or predictions, and your dataset is 200 rows or fewer. It is cost-effective at $0.01 USDC for both reports simultaneously.
Side effects
- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, company_group, date, account_count, or revenue_amount) causes validation error
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Invalid field enum value (not account_count or revenue_amount) causes error
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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