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Customer Segment Observations — Numeric Row Ordering + Keyed Dataset Comparison
x402
Customer Segment Observations — Numeric Row Ordering + Keyed Dataset Comparison 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).
Analyzes customer segment observation data (account_count, revenue_amount) by performing numeric row ordering and keyed dataset comparison across two supplied datasets, up to 200 rows each.
Price / call$0.01
Success—
StatusUnknown
How this service works
Customer segment observations — Numeric row ordering + Keyed dataset comparison: Numeric row ordering + Keyed dataset comparison 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 analytical reports: (1) numeric row ordering of the supplied rows ranked by the selected field (account_count or revenue_amount), and (2) a keyed dataset comparison report showing differences between the primary and secondary datasets matched by row_id. Results are derived entirely from supplied data using local analytical engines — no external data or predictions are included.
Example use cases
Period-over-period segment revenue comparison
“I have this month's and last month's customer segment data — each with company_group, date, account_count, and revenue_amount for about 150 rows — can you rank them by revenue_amount and then compare the two datasets keyed by row_id to see which segments grew or shrank?”
Account count ranking across company groups
“Here are two snapshots of our customer segment observations for group-a and group-b across 80 rows each — please rank them by account_count and run a keyed comparison so I can see which groups moved up or down between the two datasets.”
QA check on duplicate segment data submissions
“We got two versions of our segment data for Q3 — same row IDs but possibly different account_count values — can you numerically order both and do a keyed dataset comparison on account_count to flag any rows where the two files disagree?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-16-123?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have pre-collected customer segment observation data (account_count, revenue_amount) and need both a numeric ranked ordering of rows AND a keyed side-by-side comparison of two datasets in a single low-cost call. Ideal for period-over-period analysis, QA validation of duplicate submissions, or ranking company groups — when no live data lookup or prediction is needed and all data is supplied by the caller.
Side effects
- More than 200 rows submitted — request rejected or truncated
- Missing required fields (row_id, company_group, date, account_count, revenue_amount) — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Mismatched row_ids between primary and comparison datasets — comparison may produce empty or partial results
- Numeric values outside allowed range (±1,000,000,000,000) — schema rejection
- Empty rows array — minimum 1 row required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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