PromptMeister commited on
Commit
5e365c0
·
verified ·
1 Parent(s): ee089f3

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +70 -1
README.md CHANGED
@@ -10,5 +10,74 @@ pinned: false
10
  license: mit
11
  short_description: A tool that analyzes keyword patterns and relationships
12
  ---
 
13
 
14
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
10
  license: mit
11
  short_description: A tool that analyzes keyword patterns and relationships
12
  ---
13
+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
14
 
15
+ # Keyword DNA Analyzer
16
+
17
+ A powerful tool for analyzing the linguistic structure, intent, and potential of keywords for SEO and content marketing.
18
+
19
+ ## Overview
20
+
21
+ 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.
22
+
23
+ ## Features
24
+
25
+ - **Linguistic Analysis**: Break down keywords into tokens and analyze their linguistic characteristics
26
+ - **Intent Classification**: Determine whether keywords have informational, navigational, or transactional intent
27
+ - **Voice Search**: Use voice input to analyze keywords
28
+ - **SERP Simulation**: View simulated search engine results page and track ranking changes over time
29
+ - **Trend Forecasting**: Visualize potential evolution of keyword performance and competition
30
+ - **Detailed Token Analysis**: Understand the history, importance, and relationships of each token in your keyword
31
+
32
+ ## How to Use
33
+
34
+ 1. Enter a keyword in the text field or use the voice search feature
35
+ 2. Click "Analyze DNA" to process the keyword
36
+ 3. Explore the different tabs to view various analyses:
37
+ - **Token Visualization**: See how your keyword breaks down linguistically
38
+ - **Full Analysis**: Get complete details about your keyword's structure and intent
39
+ - **Evolution Chart**: View forecasted trends for your keyword
40
+ - **SERP Results**: See simulated search results for your keyword
41
+ - **Ranking History**: Track ranking changes over time
42
+ - **Raw Data**: Access the complete analysis in JSON format
43
+
44
+ ## Customization Options
45
+
46
+ - Adjust the forecast period (3-12 months)
47
+ - Select growth scenarios (Conservative, Moderate, Aggressive)
48
+ - Enable/disable SERP analysis
49
+
50
+ ## Technical Details
51
+
52
+ This tool uses several machine learning models:
53
+ - BERT for tokenization and linguistic analysis
54
+ - Named Entity Recognition (NER) for entity identification
55
+ - Part-of-Speech (POS) tagging for grammatical analysis
56
+ - Zero-shot classification for intent analysis
57
+ - Semantic similarity for related term suggestions
58
+ - Whisper for voice-to-text conversion
59
+
60
+ ## Contribute
61
+
62
+ This is an open project, and contributions are welcome! Here are some ways you can help:
63
+
64
+ - **Bug Reports**: If you find an issue, please open a bug report
65
+ - **Feature Requests**: Have ideas for new features? Let us know
66
+ - **Code Contributions**: PRs are welcome for new features or bug fixes
67
+ - **Use Cases**: Share how you're using the tool and what insights you've gained
68
+
69
+ ## Future Plans
70
+
71
+ - Integration with real Google Search API for actual SERP data
72
+ - Enhanced voice search capabilities
73
+ - More detailed historical trend analysis
74
+ - Competitor keyword analysis
75
+ - Content optimization suggestions based on keyword analysis
76
+
77
+ ## License
78
+
79
+ MIT License
80
+
81
+ ## Contact
82
+
83
+ For questions or suggestions, please open an issue on this project's Hugging Face repository.