# Australian Procurement Foresight (`crocheted_poacher/australian-procurement-foresight`) Actor

Leakage-safe historical procurement recurrence ranking for Australian Government procurement episodes.

- **URL**: https://apify.com/crocheted\_poacher/australian-procurement-foresight.md
- **Developed by:** [Benjamin Rogers](https://apify.com/crocheted_poacher) (community)
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $30.00 / 1,000 foresight results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## Australian Procurement Foresight

Machine-readable ranking of Australian Government procurement recurrence candidates.

This Actor is not a tender scraper. It scores supplied procurement candidates using a frozen leakage-safe historical ranking model.

### Output

- `foresightScore`: 0-100 relative ranking score; **not** a calibrated probability.
- evidence fields disclose the validated historical backtest lineage.

### Monetization

Use Apify Pay Per Event with event `foresight-result`. Suggested launch test price: **US$0.03 per scored result**, consistent with current tender-fit scoring actors. Do not enable platform-usage pass-through if you want agentic-payments eligibility.

### Agentic eligibility

Apify currently requires PPE, event-only charging, limited permissions, no Standby mode, and developer KYC for agentic payments. This Actor does not use Standby mode.

# Actor input Schema

## `candidates` (type: `array`):

Episodes/contracts to rank. Each item requires agency, category and scoreDate/endDate. Optional publishDate is used for episode age.

## `maxResults` (type: `integer`):

Highest number of ranked results returned.

## Actor input object example

```json
{
  "candidates": [],
  "maxResults": 100
}
```

# Actor output Schema

## `results` (type: `string`):

Ranked Australian procurement foresight results written to the default dataset.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {};

// Run the Actor and wait for it to finish
const run = await client.actor("crocheted_poacher/australian-procurement-foresight").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {}

# Run the Actor and wait for it to finish
run = client.actor("crocheted_poacher/australian-procurement-foresight").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{}' |
apify call crocheted_poacher/australian-procurement-foresight --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,crocheted_poacher/australian-procurement-foresight"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/BsrFisAYchYroMNZ1/builds/nmU7SFCvdhC8Euk4Z/openapi.json