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Product Feature Telemetry – Exact Row Deduplication
x402
Product Feature Telemetry – Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).
Identifies and removes exact duplicate rows from product feature telemetry data (up to 200 records) and returns a bounded deduplication report.
Price / call$0.01
Success—
StatusUnknown
How this service works
Product feature telemetry - Exact row deduplication: Exact row deduplication for Product feature telemetry. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded exact row deduplication report.
Output
A bounded deduplication report listing which of the supplied telemetry rows are exact duplicates, which rows are retained as unique, and summary statistics — all scoped to the submitted batch of up to 200 records. No enrichment, forecasting, or external data is added.
Example use cases
Clean feature usage logs before reporting
“I've got a list of daily feature telemetry records for our app — things like feature name, date, events, and unique users — and I suspect there are some exact duplicate rows. Can you deduplicate them and show me which ones were repeated before I run my weekly report?”
Validate data pipeline for duplicate leakage
“Our data ingestion pipeline might be double-writing some feature telemetry rows. I have up to 200 rows each with a row_id, feature, date, events, and unique_users — can you run exact row deduplication to check if any identical records snuck in?”
Pre-analysis data quality check for feature events
“Before I hand this feature telemetry dataset off to my analyst, I want to make sure there are no exact duplicate rows in it. The records have row IDs, feature names, dates, event counts, and unique user counts — can you deduplicate and flag any dupes?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-feature-telemetry-deduplicate?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, cheap ($0.01 USDC), self-contained exact duplicate detection report on a small-to-medium batch of product feature telemetry records (up to 200 rows). It is ideal for data quality checks before analytics pipelines, reporting workflows, or data handoffs where you need to confirm no exact row duplication exists. Not suitable for fuzzy/approximate deduplication, large-scale datasets, or enrichment needs.
Side effects
- Fewer than 1 row submitted — validation error
- More than 200 rows submitted — exceeds maxItems limit
- Row missing required fields (row_id, feature, date, events, unique_users) — schema validation failure
- Date field not matching YYYY-MM-DD pattern — pattern validation error
- Payment not included or insufficient — x402 payment required response
- Numeric fields (events, unique_users) outside allowed range — schema rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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