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A newer version of the Gradio SDK is available: 6.14.0

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metadata 
title: Email Open Rate Predictor & Classifier
emoji: 📧
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: app_simple.py
pinned: false
license: mit

📧 Email Open Rate Predictor & Content Classifier

Predict open rates, get actionable suggestions, and classify your email content with AI.

✨ Features

  • Open Rate Prediction: Get instant predictions for your email campaigns
  • Smart Suggestions: Receive one key recommendation to boost performance
  • Content Classification: See how your email is categorized (e.g., Promotional, Informative, Spammy, etc.)
  • Real-time Analysis: Instant feedback as you type
  • Easy to Use: Clean, intuitive interface

🚀 How to Use

  1. Enter your email subject line
  2. Add your preview text
  3. Click "Predict & Classify"
  4. Review the open rate, suggestion, and content class

Categories Used

  • Announcement
  • Personal
  • Engaging
  • Informative
  • Educational
  • Promotional
  • Positive
  • Negative
  • Neutral
  • Spammy

📝 Example Inputs

Try these proven email formats:

  • Subject: "🌯🥑 Wrap Up Your Monday with Flavor"
  • Preview: "Ready in minutes—perfect for lunch, dinner, or on-the-go!"

🛠️ Technical Details

  • Framework: Gradio
  • Classification Model: facebook/bart-large-mnli (zero-shot)
  • No Training Required: Works out of the box

Built with ❤️ for email marketers who want better results