Subscriptify - Website Subscription Checker Bot

Overview

Subscriptify is an AI-powered chatbot that determines whether a website is free, freemium, or requires a paid subscription. It uses spaCy for NLP-based keyword detection and BeautifulSoup for web scraping. The project now features a Streamlit-based GUI for easy user interaction.

Features

✅ Fetches and extracts visible text from a website. ✅ Uses spaCy NLP to detect subscription-related terms. ✅ Identifies websites as free or paid. ✅ Streamlit Web UI for an interactive experience. ✅ Error handling for better reliability.

Tech Stack

• Python 🐍
• spaCy (Natural Language Processing)
• BeautifulSoup (Web Scraping)
• Requests (HTTP requests handling)
• Streamlit (Graphical User Interface)

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/subscriptify.git
   cd subscriptify

2. Create a virtual environment (Optional but recommended):

   python3 -m venv venv
   source venv/bin/activate  # On Windows use: venv\Scripts\activate

3. Install dependencies:

   pip install -r requirements.txt

4. Download spaCy's English model:

   python -m spacy download en_core_web_sm

Usage

Using the Graphical Interface (Streamlit Web UI)

To run the GUI version:

streamlit run subscriptify_gui.py

A web interface will open where you can paste the website URL and check its subscription status.

Future Enhancements

• Improve UI design with better interactivity in Streamlit.
• Implement Selenium for dynamic page scraping.
• Create a dashboard to track website data over time.
• Integrate AI-powered text summarization to provide concise subscription details.
• Develop a browser extension for real-time subscription status checking.
• Add multi-language support to analyze international websites.
• Implement a machine learning model to improve subscription classification accuracy.

Contributing

Feel free to fork the repository and submit pull requests. 🚀