# SaaS Pricing And Messaging Monitor (`ghostgrid/saas-pricing-and-messaging-monitor`) Actor

Extract pricing tiers, prices, feature gates, calls to action, and messaging signals from public SaaS pricing pages.

- **URL**: https://apify.com/ghostgrid/saas-pricing-and-messaging-monitor.md
- **Developed by:** [GhostGrid](https://apify.com/ghostgrid) (community)
- **Categories:** Business, Marketing, Automation
- **Stats:** 2 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.00 / 1,000 page monitoreds

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.

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

## SaaS Pricing And Messaging Monitor

Monitor public SaaS pricing pages and turn them into repeatable competitive-intelligence snapshots. No private API key, login, or vendor credentials are required for public pages.

### Why use it?

Run it on a schedule to detect competitor price changes, new or removed tiers, billing-period changes, and positioning updates before they become obvious in a manual review.

### What it extracts

- Plan names, prices, currencies, and billing periods
- Feature bullets and tier-level calls to action
- Free-trial, enterprise, discount, and messaging signals
- Stable page/content hashes for repeat-run comparisons
- First-seen, changed, and unchanged status

### Input

| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| `startUrls` | object[] | required | Public pricing URLs such as `https://www.notion.com/pricing` |
| `maxPages` | integer | 10 | Maximum number of URLs to process (1-100) |
| `includeRawText` | boolean | true | Include a normalized text excerpt |
| `includeHtml` | boolean | false | Include a cleaned HTML excerpt for selector debugging |
| `trackChanges` | boolean | true | Persist the last successful snapshot in a named Apify key-value store |
| `onlyChanges` | boolean | false | Emit only first-seen or changed pages; still scans every requested URL |
| `proxyConfiguration` | object | none | Optional Apify Proxy settings for public pages that rate-limit ordinary HTTP |

### Repeat-run output

When `trackChanges` is enabled, output includes:

- `change_type`: `new`, `prices_changed`, `pricing_tier_count_changed`, `page_content_changed`, or `unchanged`
- `change_detected`: whether a meaningful change was found
- `change_summary`: machine-readable reasons for the change
- `previous_content_hash` and `previous_scraped_at`: prior successful snapshot metadata

Failed or invalid pages are not saved as successful snapshots, so a temporary outage does not create a false change.

### Example

```json
{
  "status": "ok",
  "company": "Notion",
  "url": "https://www.notion.com/pricing",
  "change_type": "prices_changed",
  "change_detected": true,
  "change_summary": ["prices_changed"],
  "pricing_summary": "Found 4 likely pricing tiers. found 8 price points. enterprise or custom pricing is mentioned."
}
````

### Limitations

The actor uses public HTML and does not execute a logged-in browser session. JavaScript-only or blocked pricing pages may need an Apify proxy or a server-rendered pricing URL. The actor reports `request_failed` or `no_pricing_text_found` instead of treating an empty extraction as valid pricing data.

# Actor input Schema

## `startUrls` (type: `array`):

Public SaaS pricing page URLs to analyze.

## `maxPages` (type: `integer`):

Maximum number of pricing pages to process.

## `includeRawText` (type: `boolean`):

Include a compact excerpt of normalized page text for review.

## `includeHtml` (type: `boolean`):

Include a cleaned HTML excerpt for debugging selectors.

## `trackChanges` (type: `boolean`):

Persist the last successful public snapshot and compare future runs.

## `onlyChanges` (type: `boolean`):

Push only first-seen or changed pages. Failed pages are still emitted, and a no\_changes status is emitted when a successful scan finds nothing new.

## `proxyConfiguration` (type: `object`):

Optional Apify Proxy settings. Most SaaS pricing pages work without proxy.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://www.notion.com/pricing"
    },
    {
      "url": "https://linear.app/pricing"
    },
    {
      "url": "https://www.figma.com/pricing/"
    }
  ],
  "maxPages": 10,
  "includeRawText": true,
  "includeHtml": false,
  "trackChanges": true,
  "onlyChanges": false,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# 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 = {
    "startUrls": [
        {
            "url": "https://www.notion.com/pricing"
        },
        {
            "url": "https://linear.app/pricing"
        },
        {
            "url": "https://www.figma.com/pricing/"
        }
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("ghostgrid/saas-pricing-and-messaging-monitor").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 = { "startUrls": [
        { "url": "https://www.notion.com/pricing" },
        { "url": "https://linear.app/pricing" },
        { "url": "https://www.figma.com/pricing/" },
    ] }

# Run the Actor and wait for it to finish
run = client.actor("ghostgrid/saas-pricing-and-messaging-monitor").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 '{
  "startUrls": [
    {
      "url": "https://www.notion.com/pricing"
    },
    {
      "url": "https://linear.app/pricing"
    },
    {
      "url": "https://www.figma.com/pricing/"
    }
  ]
}' |
apify call ghostgrid/saas-pricing-and-messaging-monitor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=ghostgrid/saas-pricing-and-messaging-monitor",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "SaaS Pricing And Messaging Monitor",
        "description": "Extract pricing tiers, prices, feature gates, calls to action, and messaging signals from public SaaS pricing pages.",
        "version": "0.1",
        "x-build-id": "eSDj4KCatepIXXlgb"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/ghostgrid~saas-pricing-and-messaging-monitor/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-ghostgrid-saas-pricing-and-messaging-monitor",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/ghostgrid~saas-pricing-and-messaging-monitor/runs": {
            "post": {
                "operationId": "runs-sync-ghostgrid-saas-pricing-and-messaging-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/ghostgrid~saas-pricing-and-messaging-monitor/run-sync": {
            "post": {
                "operationId": "run-sync-ghostgrid-saas-pricing-and-messaging-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "startUrls"
                ],
                "properties": {
                    "startUrls": {
                        "title": "Pricing Page URLs",
                        "type": "array",
                        "description": "Public SaaS pricing page URLs to analyze.",
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "maxPages": {
                        "title": "Max Pages",
                        "minimum": 1,
                        "maximum": 100,
                        "type": "integer",
                        "description": "Maximum number of pricing pages to process.",
                        "default": 10
                    },
                    "includeRawText": {
                        "title": "Include Raw Text Excerpt",
                        "type": "boolean",
                        "description": "Include a compact excerpt of normalized page text for review.",
                        "default": true
                    },
                    "includeHtml": {
                        "title": "Include HTML Excerpt",
                        "type": "boolean",
                        "description": "Include a cleaned HTML excerpt for debugging selectors.",
                        "default": false
                    },
                    "trackChanges": {
                        "title": "Track Changes",
                        "type": "boolean",
                        "description": "Persist the last successful public snapshot and compare future runs.",
                        "default": true
                    },
                    "onlyChanges": {
                        "title": "Only New or Changed Pages",
                        "type": "boolean",
                        "description": "Push only first-seen or changed pages. Failed pages are still emitted, and a no_changes status is emitted when a successful scan finds nothing new.",
                        "default": false
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Optional Apify Proxy settings. Most SaaS pricing pages work without proxy.",
                        "default": {
                            "useApifyProxy": false
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
