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Customer Segment Observations — Category Frequencies + Base-100 Series
x402
Customer Segment Observations — Category Frequencies + Base-100 Series 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).
Computes category frequency distributions and a base-100 indexed time series for customer segment observation data (account_count or revenue_amount) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Customer segment observations — Category frequencies + Base-100 series: Category frequencies + Base-100 series 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
Returns two analytical reports: (1) a category frequency table showing how often each company_group appears in the dataset, and (2) a base-100 index series for the chosen numeric field (account_count or revenue_amount) relative to the specified base row, enabling proportional trend comparison across customer segments.
Example use cases
Segment revenue share by company group
“I have monthly revenue data for two customer segments — group-a and group-b — across 12 months. Can you compute the category frequency breakdown and a base-100 series for revenue_amount using the first month as the base, so I can see how each group's share and relative growth has changed?”
Account count trend indexed to baseline
“Here are 50 rows of customer observation records with account_count values across group-a, group-b, and group-c. Index everything to base row 0 and show me the frequency of each company group alongside the base-100 series for account_count.”
Quarterly segment performance summary
“I need to compare how our three customer segments performed in Q3 — I have 90 rows of data with revenue_amount by company group. Can you run a category frequency report and a base-100 series starting from the first row so I can benchmark each group's trajectory?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-16-105?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of customer segment observation records and need both a category frequency breakdown by company group and a base-100 indexed numeric series in a single low-cost call ($0.01 USDC). It is ideal for offline/batch analytical tasks on supplied data where no live lookup, external data enrichment, or prediction is needed — just local statistical computation on your own records.
Side effects
- Missing required fields (row_id, company_group, date, account_count, revenue_amount) cause validation errors
- Date strings not matching YYYY-MM-DD pattern are rejected
- More than 200 rows submitted exceeds the maxItems limit and returns an error
- base_index value pointing to a non-existent row index causes computation failure
- Null values in the selected numeric field may produce incomplete series output
- Payment failure or insufficient USDC balance prevents processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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