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Redirect Observations — Record Quality Audit + String Normalisation
x402
Redirect Observations — Record Quality Audit + String Normalisation is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-30).
Audits data quality and normalises strings for up to 200 redirect observation records containing redirect_count and final_status_code fields, returning 2 analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Redirect observations — Record quality audit + String normalisation: Record quality audit + String normalisation for supplied redirect observations records (redirect_count, final_status_code). 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) a record quality audit identifying data issues, missing values, and anomalies in the redirect observation records; (2) a string normalisation report showing cleaned and standardised string fields across the supplied rows. Both reports are generated locally from the supplied data with no external lookups.
Example use cases
Web redirect data quality check
“I have a batch of 120 redirect observation records from our CDN logs with site_group, date, redirect_count, and final_status_code columns — can you audit the data quality and normalise the strings so I can trust the data before loading it into our warehouse?”
Pre-pipeline redirect validation
“Before I ingest this week's redirect monitoring export into our analytics pipeline, run a quality audit and string normalisation on these 80 rows — flag anything with bad redirect_count or final_status_code values and return both reports.”
Site group redirect anomaly detection
“I've got redirect observations across three site groups for October — about 150 rows each with a date, redirect_count, and final_status_code. Can you do a record quality audit and string normalisation on them and tell me what data issues came up?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-web-14-001?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need offline, local analytical data quality auditing and string normalisation specifically for redirect observation records (with redirect_count and final_status_code fields) without any live lookups, predictions, or external actions. Ideal for pre-pipeline data validation of web redirect logs at low cost ($0.01 per call for up to 200 rows and 2 reports).
Side effects
- More than 200 rows submitted — endpoint rejects input exceeding maxItems limit
- Missing required fields (row_id, site_group, date, redirect_count, or final_status_code) cause row-level validation errors
- Malformed date strings not matching YYYY-MM-DD pattern rejected
- Numeric values outside allowed range (-1e12 to 1e12) may fail schema validation
- Empty rows array (minItems: 1 violated) returns error
- Payment of 0.01 USDC not completed — request rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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