# Product Feature Telemetry – Exact Row Deduplication

> 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.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ar-analytics-feature-telemetry-deduplicate?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/product-feature-telemetry-exact-row-deduplication-92034c77
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_SwrPGWlXi0SNhi8pwni9F

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability product-feature-telemetry-exact-row-deduplication-92034c77 -d '<json body>'
```

Example prompt: I have a batch of up to 200 product feature telemetry rows — each with a row ID, feature name, date, event count, and unique user count — can you run exact row deduplication on them and give me a report showing which rows are duplicates?

## When to prefer this

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.

## Known failure modes

- 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

## 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.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "feature",
     "date",
     "events",
     "unique_users"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "events": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "feature": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "unique_users": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "events": 10,
     "row_id": "row-1",
     "feature": "group-a",
     "unique_users": 1
    },
    {
     "date": "2026-10-02",
     "events": 20,
     "row_id": "row-2",
     "feature": "group-b",
     "unique_users": 2
    },
    {
     "date": "2026-10-03",
     "events": 15,
     "row_id": "row-3",
     "feature": "group-a",
     "unique_users": 3
    },
    {
     "date": "2026-10-04",
     "events": 30,
     "row_id": "row-4",
     "feature": "group-b",
     "unique_users": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/product-feature-telemetry-exact-row-deduplication-92034c77/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)