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A newer version of the Gradio SDK is available: 5.29.1

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metadata
title: Keyword DNA Analyzer
emoji: 📈
colorFrom: green
colorTo: purple
sdk: gradio
sdk_version: 5.23.1
app_file: app.py
pinned: false
license: mit
short_description: A tool that analyzes keyword patterns and relationships

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Keyword DNA Analyzer

A powerful tool for analyzing the linguistic structure, intent, and potential of keywords for SEO and content marketing.

Overview

The Keyword DNA Analyzer is a tool that helps SEO professionals, content creators, and marketers understand the fundamental characteristics of their target keywords. By breaking down keywords into their linguistic components, analyzing intent, and forecasting potential trends, this tool provides actionable insights for content optimization and search strategy.

Features

  • Linguistic Analysis: Break down keywords into tokens and analyze their linguistic characteristics
  • Intent Classification: Determine whether keywords have informational, navigational, or transactional intent
  • Voice Search: Use voice input to analyze keywords
  • SERP Simulation: View simulated search engine results page and track ranking changes over time
  • Trend Forecasting: Visualize potential evolution of keyword performance and competition
  • Detailed Token Analysis: Understand the history, importance, and relationships of each token in your keyword

How to Use

  1. Enter a keyword in the text field or use the voice search feature
  2. Click "Analyze DNA" to process the keyword
  3. Explore the different tabs to view various analyses:
    • Token Visualization: See how your keyword breaks down linguistically
    • Full Analysis: Get complete details about your keyword's structure and intent
    • Evolution Chart: View forecasted trends for your keyword
    • SERP Results: See simulated search results for your keyword
    • Ranking History: Track ranking changes over time
    • Raw Data: Access the complete analysis in JSON format

Customization Options

  • Adjust the forecast period (3-12 months)
  • Select growth scenarios (Conservative, Moderate, Aggressive)
  • Enable/disable SERP analysis

Technical Details

This tool uses several machine learning models:

  • BERT for tokenization and linguistic analysis
  • Named Entity Recognition (NER) for entity identification
  • Part-of-Speech (POS) tagging for grammatical analysis
  • Zero-shot classification for intent analysis
  • Semantic similarity for related term suggestions
  • Whisper for voice-to-text conversion

Contribute

This is an open project, and contributions are welcome! Here are some ways you can help:

  • Bug Reports: If you find an issue, please open a bug report
  • Feature Requests: Have ideas for new features? Let us know
  • Code Contributions: PRs are welcome for new features or bug fixes
  • Use Cases: Share how you're using the tool and what insights you've gained

Future Plans

  • Integration with real Google Search API for actual SERP data
  • Enhanced voice search capabilities
  • More detailed historical trend analysis
  • Competitor keyword analysis
  • Content optimization suggestions based on keyword analysis

License

MIT License

Contact

For questions or suggestions, please open an issue on this project's Hugging Face repository.