# Session Conversion Rate IQR Outlier Flags

> Session Conversion Rate IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).

Computes IQR-based outlier flags for session conversion rate data across multiple retail data rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-retail-session-conversion-outliers?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-19
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/session-conversion-rate-iqr-outlier-flags-4f7e3612
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_UJCREkT2ytESHwdVeDn9m

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 session-conversion-rate-iqr-outlier-flags-4f7e3612 -d '<json body>'
```

Example prompt: Can you flag which of these retail session rows have outlier conversion rates using IQR? I have 4 data points: 1000 sessions with 30 converted, 1100 sessions with 33 converted, 950 sessions with 95 converted, and 1050 sessions with 31 converted.

## When to prefer this

Choose this endpoint when you need a fast, local IQR-based statistical outlier detection pass on retail session conversion rate data without needing live inventory, platform fee lookups, or order execution. It is ideal for pre-analysis QA, scenario comparisons, or batch flagging of anomalous conversion rows across up to 200 data points at minimal cost ($0.01 USDC per call).

## Known failure modes

- Fewer than 2 rows provided — minimum of 2 rows required
- Sessions value of 0 or negative — exclusiveMinimum enforced
- More than 200 rows submitted — maxItems limit exceeded
- Converted sessions exceeds sessions count — logically invalid but may not be schema-rejected
- Missing required fields 'sessions' or 'converted_sessions' in any row — validation error
- Payment not included or insufficient — x402 payment required at $0.01 USDC

## How this service works

Session conversion rate - IQR outlier flags: IQR outlier flags for Session conversion rate. Supplied retail figures only. Local calculation and scenario analysis; no live inventory, account access, platform fee lookup or order execution. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded iqr outlier flags deliverable.

## Output

Returns IQR-based outlier flags for each input row, indicating whether that row's session conversion rate falls outside the interquartile range bounds. Each row in the response corresponds to an input row and signals whether it is a statistical outlier, enabling identification of anomalous conversion performance in retail session data.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "converted_sessions",
     "sessions"
    ],
    "properties": {
     "sessions": {
      "type": "number",
      "default": 1000,
      "maximum": 1000000000000,
      "minimum": 0,
      "exclusiveMinimum": 0
     },
     "converted_sessions": {
      "type": "number",
      "default": 30,
      "maximum": 1000000000000,
      "minimum": 0
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "sessions": 1000,
     "converted_sessions": 30
    },
    {
     "sessions": 1100,
     "converted_sessions": 33
    },
    {
     "sessions": 1000,
     "converted_sessions": 30
    },
    {
     "sessions": 1100,
     "converted_sessions": 33
    }
   ],
   "maxItems": 200,
   "minItems": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/session-conversion-rate-iqr-outlier-flags-4f7e3612/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)