# Newsletter Observations — Record Quality Audit + Numeric Interval Filter

> Newsletter Observations — Record Quality Audit + Numeric Interval Filter 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).

Runs two analytical reports on newsletter observation rows: a record quality audit and a numeric interval filter for delivered_messages or open_count fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-news-08-008?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-30
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/newsletter-observations-record-quality-audit-numeric-interval-filter-3c433bec
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_YqkXyY7tVV0XA22YdRbYL

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 newsletter-observations-record-quality-audit-numeric-interval-filter-3c433bec -d '<json body>'
```

Example prompt: Can you audit the quality of these newsletter records and filter the delivered_messages field to only show rows between 50 and 500? Here are up to 200 rows with row_id, channel_group, date, delivered_messages, and open_count.

## When to prefer this

Use this endpoint when you need both a quality audit and a numeric range filter on newsletter observation data in a single call for up to 200 rows, without requiring external data lookups or predictions. It is cost-effective at $0.01 USDC for two reports simultaneously and is ideal for pre-processing or validating newsletter analytics data before reporting or downstream pipeline use.

## Known failure modes

- Fewer than 1 row or more than 200 rows supplied returns a validation error
- Missing required fields (row_id, channel_group, date, delivered_messages, open_count) cause row rejection
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Minimum greater than maximum may produce empty filter results or an error
- Payment not included or insufficient USDC results in 402 rejection

## How this service works

Newsletter observations — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter for supplied newsletter observations records (delivered_messages, open_count). 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 issues such as nulls, out-of-range values, or malformed records across the supplied newsletter rows, and (2) a numeric interval filter report listing which rows have the chosen field (delivered_messages or open_count) within the specified minimum–maximum range. Both reports are computed locally from the supplied data with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "channel_group",
     "date",
     "delivered_messages",
     "open_count"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "open_count": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "channel_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "delivered_messages": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "open_count": 1,
     "channel_group": "group-a",
     "delivered_messages": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "open_count": 2,
     "channel_group": "group-b",
     "delivered_messages": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "open_count": 3,
     "channel_group": "group-a",
     "delivered_messages": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "open_count": 4,
     "channel_group": "group-b",
     "delivered_messages": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "delivered_messages",
    "open_count"
   ],
   "type": "string",
   "default": "delivered_messages"
  },
  "maximum": {
   "type": "number",
   "default": 100,
   "maximum": 1000000000000,
   "minimum": -1000000000000
  },
  "minimum": {
   "type": "number",
   "default": 0,
   "maximum": 1000000000000,
   "minimum": -1000000000000
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/newsletter-observations-record-quality-audit-numeric-interval-filter-3c433bec/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)