# Public Roadmap Feature Signal Agent (`jacksu/public-roadmap-feature-signal-agent`) Actor

Extract public roadmap, feature board, beta, early-access, and coming-soon signals with stages, timeframes, evidence snippets, hashes, and useful-result pricing.

- **URL**: https://apify.com/jacksu/public-roadmap-feature-signal-agent.md
- **Developed by:** [jack su](https://apify.com/jacksu) (community)
- **Categories:** Business, AI
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $5.00 / 1,000 useful roadmap feature signal 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/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.
Actors are written with capital "A".

## 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.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## Public Roadmap Feature Signal Agent

Turn public roadmap, feature board, idea board, coming-soon, beta, preview, and
early-access pages into structured feature signals for buyer research,
competitive monitoring, sales planning, and AI-agent workflows.

The Actor extracts visible feature names, launch stages, timeframes, evidence
snippets, CTA links, risk labels, stable hashes, and change status. It uses
lightweight public HTTP fetching only. It does not log in, submit forms, render
JavaScript, crawl linked pages, or treat private roadmap URLs as valid input.

### Boundary

Use this for public roadmap, feature request, idea board, beta, early-access,
preview, and coming-soon evidence. Do not use it as a general changelog parser,
newsroom scanner, status incident checker, pricing extractor, case-study
reader, or website monitor.

### Input

- `roadmapUrls`: public HTTP/HTTPS roadmap or feature board URLs.
- `focusTerms`: optional feature, product area, launch stage, or market terms
  that must appear before a useful event is charged.
- `allowedStages`: optional stage filter. Supported values include `planned`,
  `in_progress`, `beta`, `launched`, `deprecated`, and
  `collecting_feedback`.
- `previousRoadmapRecords`: previous dataset records from this Actor. If the
  `roadmapSignalHash` is unchanged for the same URL, no useful event is
  charged.
- `maxItems`: maximum public roadmap feature signals to keep from each page.
- `requestTimeoutSecs`: public page request timeout.

### Output Highlights

- `featureSignals`
- `stageCounts`
- `plannedSignals`
- `betaPreviewSignals`
- `launchedSignals`
- `timeframeSignals`
- `roadmapSignalScore`
- `roadmapSignalHash`
- `changeStatus`

### Pricing Event

The useful-result event is:

`useful-roadmap-signal-result`

Error, unsafe, focus-mismatched, generic, excluded-page, and unchanged records
are written without the useful-result event.

# Actor input Schema

## `roadmapUrls` (type: `array`):

Public HTTP/HTTPS roadmap, feature board, idea board, beta, coming-soon, early-access, or preview pages. Query parameters, fragments, credentials, path params, private-network hosts, and token-like account paths are rejected.
## `allowedStages` (type: `array`):

Optional launch stages to require before charging the useful event. Supported values: planned, in_progress, beta, launched, deprecated, collecting_feedback.
## `focusTerms` (type: `array`):

Optional feature, product area, launch stage, or market terms that must appear before the useful result event is charged.
## `previousRoadmapRecords` (type: `array`):

Optional previous records from this Actor. If roadmapSignalHash is unchanged for the same URL, the record is written without charging the useful event.
## `requestTimeoutSecs` (type: `integer`):

Maximum time in seconds to wait for the public page response.
## `maxItems` (type: `integer`):

Maximum public roadmap feature signals to keep from each page.

## Actor input object example

```json
{
  "roadmapUrls": [
    "https://www.notion.com/releases"
  ],
  "allowedStages": [],
  "focusTerms": [],
  "previousRoadmapRecords": [],
  "requestTimeoutSecs": 20,
  "maxItems": 20
}
````

# Actor output Schema

## `datasetId` (type: `string`):

No description

# 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("jacksu/public-roadmap-feature-signal-agent").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("jacksu/public-roadmap-feature-signal-agent").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).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 jacksu/public-roadmap-feature-signal-agent --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=jacksu/public-roadmap-feature-signal-agent",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Public Roadmap Feature Signal Agent",
        "description": "Extract public roadmap, feature board, beta, early-access, and coming-soon signals with stages, timeframes, evidence snippets, hashes, and useful-result pricing.",
        "version": "0.1",
        "x-build-id": "Wc1S9QrXYZIi7aw7C"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/jacksu~public-roadmap-feature-signal-agent/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-jacksu-public-roadmap-feature-signal-agent",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/jacksu~public-roadmap-feature-signal-agent/runs": {
            "post": {
                "operationId": "runs-sync-jacksu-public-roadmap-feature-signal-agent",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/jacksu~public-roadmap-feature-signal-agent/run-sync": {
            "post": {
                "operationId": "run-sync-jacksu-public-roadmap-feature-signal-agent",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "roadmapUrls"
                ],
                "properties": {
                    "roadmapUrls": {
                        "title": "Roadmap or feature board URLs",
                        "minItems": 1,
                        "maxItems": 20,
                        "type": "array",
                        "description": "Public HTTP/HTTPS roadmap, feature board, idea board, beta, coming-soon, early-access, or preview pages. Query parameters, fragments, credentials, path params, private-network hosts, and token-like account paths are rejected.",
                        "items": {
                            "type": "string"
                        },
                        "default": [
                            "https://www.notion.com/releases"
                        ]
                    },
                    "allowedStages": {
                        "title": "Allowed stages",
                        "type": "array",
                        "description": "Optional launch stages to require before charging the useful event. Supported values: planned, in_progress, beta, launched, deprecated, collecting_feedback.",
                        "items": {
                            "type": "string"
                        },
                        "default": []
                    },
                    "focusTerms": {
                        "title": "Focus terms",
                        "type": "array",
                        "description": "Optional feature, product area, launch stage, or market terms that must appear before the useful result event is charged.",
                        "items": {
                            "type": "string"
                        },
                        "default": []
                    },
                    "previousRoadmapRecords": {
                        "title": "Previous roadmap records",
                        "type": "array",
                        "description": "Optional previous records from this Actor. If roadmapSignalHash is unchanged for the same URL, the record is written without charging the useful event.",
                        "items": {
                            "type": "object"
                        },
                        "default": []
                    },
                    "requestTimeoutSecs": {
                        "title": "Request timeout",
                        "minimum": 5,
                        "maximum": 60,
                        "type": "integer",
                        "description": "Maximum time in seconds to wait for the public page response.",
                        "default": 20
                    },
                    "maxItems": {
                        "title": "Maximum items",
                        "minimum": 1,
                        "maximum": 80,
                        "type": "integer",
                        "description": "Maximum public roadmap feature signals to keep from each page.",
                        "default": 20
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
