# Inventory Demand Forecasting: Publication Sample Breakdown

> Inventory Demand Forecasting: Publication Sample Breakdown is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-13).

Returns a breakdown of academic publication samples related to inventory demand forecasting, sourced from Crossref publisher metadata with DOI references and source attribution.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/signal-research-inventory-forecasting-sample-breakdown?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/inventory-demand-forecasting-publication-sample-breakdown-88a0553d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_KXIk4YBLXKwY-fcsW7nNQ

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 inventory-demand-forecasting-publication-sample-breakdown-88a0553d -d '<json body>'
```

Example prompt: Can you pull a sample breakdown of academic publications about inventory demand forecasting using Crossref metadata — give me up to 15 results with DOI references and source attribution?

## When to prefer this

Choose this endpoint when you need a quick, structured sample of academic publications on inventory demand forecasting with Crossref-sourced DOI references and attribution — particularly when building literature reviews, sourcing citations, or analyzing research trends in supply chain and inventory management. It is not suited for real-time inventory data, live stock levels, or non-academic market data.

## Known failure modes

- Query returns no results if the topic is too niche or misspelled
- Max results exceeded (above 30) returns a validation error
- Crossref metadata unavailable for certain publishers may yield incomplete DOI attribution
- Malformed query string may produce irrelevant publication samples
- Service may return generic fallback results if the query override is not recognized

## How this service works

inventory demand forecasting: Publication sample breakdown: Publication sample breakdown on inventory demand forecasting using Crossref publisher metadata. Returns DOI references and source attribution. Query can be overridden; sample summaries are labelled.

## Output

A list of publication samples related to inventory demand forecasting, each containing DOI references and source attribution from Crossref publisher metadata. Results include labelled sample summaries, with the number of results configurable up to 30.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "query": {
   "type": "string",
   "default": "inventory demand forecasting",
   "maxLength": 200
  },
  "max_results": {
   "type": "integer",
   "default": 10,
   "maximum": 30,
   "minimum": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/inventory-demand-forecasting-publication-sample-breakdown-88a0553d/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)