peer assessment tools comparison
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 |
---|---|---|---|---|---|
1Turnitin | 14 | 0 | 95 | ||
2FeedbackFruits | 8 | 0 | 85 | ||
3Canvas | 13 | 0 | 76 | ||
4CATME | 6 | 1 | 70 | ||
5Peergrade | 6 | 0 | 68 | ||
6ComPAIR | 5 | 0 | 66 | ||
7Blackboard | 5 | 0 | 65 | ||
8Peerceptiv | 4 | 0 | 65 | ||
9Eli Review | 4 | 0 | 65 | ||
10Moodle | 7 | 0 | 64 | ||
11PeerScholar | 3 | 0 | 63 | ||
12PeerStudio | 3 | 0 | 58 | ||
13BuddyCheck | 3 | 0 | 58 | ||
14PlayPosit | 2 | 0 | 57 | ||
15Ex Ordo | 2 | 0 | 57 | ||
16Perusall | 2 | 0 | 57 | ||
17Eduflow | 1 | 0 | 55 |
Strategic Insights & Recommendations
Dominant Brand
FeedbackFruits and Turnitin PeerMark emerge as the most frequently recommended tools across all platforms, with strong LMS integration and comprehensive feature sets.
Platform Gap
Perplexity provides the most comprehensive comparison with 12 tools in a structured table format, while ChatGPT and Google AIO focus on fewer tools with more detailed descriptions.
Link Opportunity
Educational institutions and LMS providers could benefit from detailed integration guides and feature comparison matrices for peer assessment tool selection.
Key Takeaways for This Prompt
Most peer assessment tools offer LMS integration with platforms like Canvas, Blackboard, and Moodle for seamless workflow management.
Tools can be categorized into peer review (qualitative feedback) and peer scoring (quantitative evaluation) based on their primary function.
Key selection criteria include anonymity options, customizable rubrics, file format support, analytics capabilities, and cost structure.
Specialized tools exist for different contexts, from general education (Peergrade) to scholarly conferences (Ex Ordo) and team projects (CATME).
AI Search Engine Responses
Compare how different AI search engines respond to this query
ChatGPT
BRAND (7)
SUMMARY
ChatGPT provides a comprehensive overview of 7 major peer assessment tools including FeedbackFruits, Canvas Peer Review, Turnitin PeerMark, Eduflow, Peerceptiv, Eli Review, and ComPAIR. The response emphasizes integration capabilities with LMS platforms, customizable rubrics, anonymity features, and various file format support. It concludes with practical selection criteria including LMS integration, file type support, anonymity options, customization capabilities, analytics, and cost considerations.
Perplexity
BRAND (14)
SUMMARY
Perplexity delivers a detailed comparison table of 12 peer assessment tools including Eli Review, PlayPosit, Peergrade, FeedbackFruits, Ex Ordo, PeerStudio, Peerceptiv, Turnitin PeerMark, BuddyCheck, PeerScholar, Moodle Workshop, Perusall, and CATME. The response distinguishes between peer review and peer scoring tools, emphasizes LMS integration capabilities, and provides specific use case recommendations for different assignment types and educational contexts.
REFERENCES (8)
Google AIO
BRAND (8)
SUMMARY
Google AIO presents a structured comparison of peer assessment tools including Peergrade, FeedbackFruits, Turnitin PeerMark, ComPAIR, PeerScholar, CATME, and Blackboard Self and Peer Assessment. The response covers key features like customization, anonymity, LMS integration, and grade integration. It provides practical implementation tips including training requirements, rubric usage, and considerations for formative vs summative assessment approaches.
REFERENCES (18)
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