competitive programming training resources
AI Search Visibility Analysis
Analyze how brands appear across multiple AI search platforms for a specific prompt
Total Mentions
Total number of times a brand appears
across all AI platforms for this prompt
Platform Presence
Number of AI platforms where the brand
was mentioned for this prompt
Linkbacks
Number of times brand website was
linked in AI responses
Sentiment
Overall emotional tone when brand is
mentioned (Positive/Neutral/Negative)
Brand Performance Across AI Platforms
| BRAND | TOTAL MENTIONS | PLATFORM PRESENCE | LINKBACKS | SENTIMENT | SCORE |
|---|---|---|---|---|---|
1CodeChef | 5 | 3 | 95 | ||
2GeeksforGeeks | 7 | 4 | 87 | ||
3LeetCode | 5 | 0 | 74 | ||
4Topcoder | 5 | 0 | 74 | ||
5HackerRank | 4 | 0 | 72 | ||
6AtCoder | 3 | 0 | 70 | ||
7CSES | 3 | 0 | 70 | ||
8Coding Blocks | 2 | 1 | 66 | ||
9Kattis | 1 | 0 | 62 |
Strategic Insights & Recommendations
Dominant Brand
Codeforces emerges as the most consistently recommended platform across all responses, praised for its contests, community, and comprehensive problem sets.
Platform Gap
ChatGPT provides the most detailed explanations and context, while Google AIO offers better categorization, and Perplexity focuses more on structured courses and learning paths.
Link Opportunity
There's significant opportunity to create comprehensive guides comparing these platforms, detailed tutorials for beginners, and curated learning paths for different skill levels.
Key Takeaways for This Prompt
Codeforces, LeetCode, and HackerRank are the most recommended platforms for competitive programming practice.
The Competitive Programmer's Handbook by Antti Laaksonen is consistently mentioned as an essential book resource.
CSES Problem Set is highlighted as an excellent curated collection for building algorithmic foundations.
Community engagement through forums and discussions is emphasized as crucial for learning and improvement.
AI Search Engine Responses
Compare how different AI search engines respond to this query
ChatGPT
BRAND (6)
SUMMARY
ChatGPT provides a comprehensive guide to competitive programming resources, covering online platforms like Codeforces, LeetCode, and HackerRank for practice and contests. It highlights problem sets like CSES and GeeksforGeeks for learning, recommends essential books including the Competitive Programmer's Handbook, and emphasizes community engagement through forums and discussions for skill development.
REFERENCES (10)
Perplexity
BRAND (5)
SUMMARY
Perplexity focuses on structured learning approaches, featuring the Coding Blocks 8-week online course with 100+ videos covering advanced data structures and algorithms. It recommends problem repositories like CSES and Kattis, highlights the Programming Challenges book by Skiena and Revilla, and mentions CodeChef's comprehensive learning resources including tutorials and community support.
REFERENCES (8)
Google AIO
BRAND (6)
SUMMARY
Google AIO presents a categorized overview of competitive programming resources, organizing them into online platforms (Codeforces, LeetCode, AtCoder), educational resources (GeeksforGeeks, USACO Guide), essential books (Competitive Programmer's Handbook), and community resources. It provides a structured approach to learning with clear distinctions between different types of resources.
REFERENCES (14)
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