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Robots Review Observations — String Normalisation + Date by Category Pivot
x402
Robots Review Observations — String Normalisation + Date by Category Pivot is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).
Normalises string fields and produces a date-by-category pivot report for robots.txt review observation records (checked_paths, restricted_paths) across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Robots review observations — String normalisation + Date by category pivot: String normalisation + Date by category pivot for supplied robots review observations records (checked_paths, restricted_paths). 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 reports: (1) a string-normalisation report cleaning site_group and related text fields across the submitted rows, and (2) a date-by-category pivot table aggregating the selected numeric field (checked_paths or restricted_paths) broken down by date and site_group category — both derived purely from the supplied data with no external lookups.
Example use cases
Audit crawl paths across site groups
“I've got a list of robots review observations for two site groups — group-a and group-b — with dates and checked_paths counts over October 2026. Can you normalise the site group strings and give me a pivot of checked_paths by date and category?”
Summarise restricted paths over time
“I need to understand how restricted_paths are distributed across my site groups over the past month. I have about 150 rows with row_id, site_group, date, and restricted_paths values — run string normalisation and a date-by-category pivot on the restricted_paths field.”
Clean and pivot robots observation export
“I exported 80 robots.txt review records from our crawler with columns for row_id, site_group, date, checked_paths, and restricted_paths. Please normalise the string fields and produce a date-by-category pivot using checked_paths so I can spot trends by group.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-web-07-035?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 robots.txt review observation rows and need both string normalisation of categorical fields and a date-by-category pivot on path-count metrics in a single low-cost call. It is ideal for offline/batch analytical workflows where no live lookup, prediction, or external data enrichment is required — just clean, deterministic transformation of your supplied data.
Side effects
- Fewer than 1 row submitted — minItems constraint violation
- More than 200 rows submitted — maxItems constraint violation
- Missing required fields (row_id, site_group, date, checked_paths, restricted_paths) causes validation error
- Date field not matching YYYY-MM-DD pattern causes schema rejection
- Numeric field values outside ±1,000,000,000,000 range cause validation failure
- Invalid field enum value (not 'checked_paths' or 'restricted_paths') causes rejection
- Payment of 0.01 USDC not fulfilled causes x402 payment-required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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