{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_quiz-makito","slug":"quiz-makito","name":"Quiz Makito","type":"product","url":"https://quizmakito.com","page_url":"https://unfragile.ai/quiz-makito","categories":["app-builders"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_quiz-makito__cap_0","uri":"capability://text.generation.language.ai.powered.question.generation.from.source.materials","name":"ai-powered question generation from source materials","description":"Automatically generates quiz questions and answers by processing uploaded course materials (documents, text, PDFs) through a language model that extracts key concepts and formulates assessment items. The system likely uses prompt engineering or fine-tuned models to produce questions in multiple formats (multiple choice, short answer, true/false) with varying difficulty levels, reducing manual authoring time from hours to minutes.","intents":["I need to quickly generate 20+ quiz questions from my lecture notes without writing each one manually","I want to create baseline assessment questions from textbook chapters that I can then refine","I need to generate questions in bulk across multiple course modules to save time on content creation"],"best_for":["Busy educators with large course loads who prioritize speed over perfection","Corporate L&D professionals creating employee training assessments at scale","Instructional designers prototyping quiz structures before final review"],"limitations":["Generated questions likely require 30-50% human review and editing to meet pedagogical standards","No information on whether the model handles domain-specific terminology accurately (medical, legal, technical fields)","Unclear if the system validates question quality or flags ambiguous/incorrect generated content","No details on how the system handles source materials with errors or biased content"],"requires":["Source material in text, PDF, or document format (Word, Google Docs)","Active internet connection for API calls to underlying LLM","User account with freemium or paid tier access"],"input_types":["text (plain text paste)","documents (PDF, DOCX, TXT)","structured content (course outlines, lecture transcripts)"],"output_types":["quiz questions (multiple choice, short answer, true/false, matching)","answer keys with explanations","structured quiz metadata (difficulty level, topic tags)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_quiz-makito__cap_1","uri":"capability://automation.workflow.customizable.quiz.template.system.with.format.flexibility","name":"customizable quiz template system with format flexibility","description":"Provides pre-built, configurable quiz templates that educators can adapt for different assessment types (formative, summative, diagnostic, training certification). Templates likely include configurable question types, answer formats, scoring rules, time limits, and visual layouts, allowing non-technical users to create quizzes matching specific pedagogical or corporate training requirements without coding.","intents":["I need to create a timed certification exam with weighted scoring and immediate feedback","I want to build a quick formative assessment with randomized question order for classroom use","I need to design a multi-section training quiz with different question types per section"],"best_for":["Educators without technical skills who need structured quiz creation workflows","Corporate trainers building standardized assessment formats across departments","Instructional designers establishing quiz templates for reuse across multiple courses"],"limitations":["No information on whether custom CSS/HTML editing is supported for advanced branding","Unclear if templates support conditional branching or adaptive question paths","Unknown whether templates can be shared/versioned across teams or organizations","No details on template library size or domain-specific template availability"],"requires":["Quiz Makito account with template access (likely freemium tier)","Basic understanding of quiz design (question types, scoring logic)"],"input_types":["template selection (UI-driven)","configuration parameters (question count, time limits, scoring rules)","custom branding assets (logos, colors)"],"output_types":["configured quiz instance","quiz preview/preview link","exportable quiz definition (format unknown)"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_quiz-makito__cap_2","uri":"capability://automation.workflow.multi.format.quiz.export.and.distribution","name":"multi-format quiz export and distribution","description":"Enables quizzes created in Quiz Makito to be exported in multiple formats (likely HTML, PDF, LMS-compatible formats like SCORM or QTI) and distributed via shareable links, embedded widgets, or direct LMS integration. This allows educators to use quizzes across different platforms and delivery channels without manual re-entry or format conversion.","intents":["I need to embed a quiz on my course website without redirecting students to an external platform","I want to export my quiz to our learning management system (Canvas, Blackboard, Moodle)","I need to generate a PDF version of the quiz for offline or paper-based administration"],"best_for":["Educators using multiple LMS platforms who need format flexibility","Organizations with existing learning infrastructure wanting to integrate Quiz Makito","Instructors needing offline or paper-based quiz administration options"],"limitations":["No information on which LMS platforms are officially supported (Canvas, Blackboard, Moodle, etc.)","Unclear if SCORM/QTI export preserves all quiz features (branching, adaptive scoring, media)","Unknown whether exported quizzes maintain answer key and grading logic in all formats","No details on whether embedded quizzes can sync grades back to Quiz Makito"],"requires":["Completed quiz in Quiz Makito","Target platform account/credentials (for LMS integration)","Appropriate user permissions to export/distribute content"],"input_types":["quiz instance (from Quiz Makito editor)","export format selection (HTML, PDF, SCORM, QTI, etc.)","distribution method selection (link, embed code, LMS upload)"],"output_types":["shareable quiz link","embed code (HTML/JavaScript)","downloadable file (PDF, HTML, SCORM package)","LMS-compatible package (QTI, SCORM)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_quiz-makito__cap_3","uri":"capability://automation.workflow.freemium.access.model.with.feature.gated.functionality","name":"freemium access model with feature-gated functionality","description":"Implements a freemium pricing tier structure that provides core quiz creation and AI question generation at no cost, with premium features (likely advanced analytics, team collaboration, API access, or higher generation quotas) locked behind paid subscription. This model reduces friction for initial user acquisition while creating upgrade incentives for power users and organizations.","intents":["I want to test Quiz Makito with a small quiz before committing to paid plan","I need basic quiz creation for my class but don't have budget for premium tools","I'm evaluating whether to upgrade to premium based on my team's actual usage patterns"],"best_for":["Individual educators with limited budgets testing the platform","Small schools or nonprofits needing free or low-cost assessment tools","Teams wanting to pilot Quiz Makito before enterprise-wide adoption"],"limitations":["No public information on free tier quotas (questions generated per month, quiz count limits, user seats)","Unclear which features are gated to premium (analytics, export formats, AI generation limits)","Unknown whether free tier includes customer support or SLA guarantees","No details on data retention or account deletion policies for free users"],"requires":["Email address for account creation","No payment method required for freemium tier"],"input_types":["account registration (email, password)","optional payment information (for premium upgrade)"],"output_types":["free tier account with limited capabilities","upgrade prompt/paywall for premium features","subscription confirmation (if upgraded)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_quiz-makito__cap_4","uri":"capability://text.generation.language.ai.driven.answer.key.and.explanation.generation","name":"ai-driven answer key and explanation generation","description":"Automatically generates correct answers and pedagogical explanations for AI-created questions, using the source material and question context to produce detailed rationales. This reduces manual answer key creation and provides students with learning-focused feedback rather than just right/wrong indicators, supporting formative assessment goals.","intents":["I need to quickly create answer keys for 50+ generated questions without manually writing explanations","I want to provide students with detailed explanations for why answers are correct, not just the correct answer","I need to ensure answer keys align with the source material and course learning objectives"],"best_for":["Educators prioritizing student learning over quick assessment","Instructors using quizzes for formative assessment and feedback","Self-paced or online learning environments where students need independent feedback"],"limitations":["No information on explanation quality, length, or pedagogical accuracy","Unclear if explanations are customizable or if they're fixed generated text","Unknown whether the system validates that explanations actually match the source material","No details on whether educators can override or edit generated explanations"],"requires":["Source material provided during question generation","AI-generated questions (explanations likely tied to generation process)"],"input_types":["quiz questions (AI-generated or user-provided)","source material context (for explanation grounding)","optional: custom explanation templates or guidelines"],"output_types":["answer key with correct answers","detailed explanations per question","student-facing feedback text","instructor-facing answer guide"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_quiz-makito__cap_5","uri":"capability://data.processing.analysis.quiz.performance.analytics.and.reporting.limited.scope","name":"quiz performance analytics and reporting (limited scope)","description":"Collects and displays basic quiz performance metrics such as average scores, question difficulty analysis, and student response patterns. The system likely aggregates this data at the quiz level and potentially class/cohort level, providing educators with insights into student understanding and question effectiveness, though the editorial summary suggests analytics are less comprehensive than established competitors.","intents":["I want to see which questions my students struggled with most to identify knowledge gaps","I need to understand if my quiz is too easy or too hard based on class performance data","I want to identify which students need additional support based on quiz scores"],"best_for":["Educators using quizzes for formative assessment and instructional adjustment","Instructors with small to medium class sizes (where manual review is feasible)","Teachers wanting basic performance insights without complex data analysis"],"limitations":["Editorial summary explicitly notes unclear differentiation on analytics vs competitors","No information on whether analytics support longitudinal tracking across multiple quizzes","Unclear if system provides item analysis (discrimination index, difficulty coefficient)","Unknown whether analytics can be exported or integrated with other tools","No details on whether analytics support disaggregation by student demographics or groups"],"requires":["Quiz administered to at least one student","Student responses collected in Quiz Makito system","Access to quiz analytics dashboard (likely premium feature)"],"input_types":["student quiz responses (collected during quiz administration)","quiz metadata (question types, correct answers, point values)"],"output_types":["performance dashboard (web UI)","aggregate statistics (mean score, score distribution)","question-level analysis (response rates, difficulty)","optional: exportable reports (CSV, PDF)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_quiz-makito__cap_6","uri":"capability://data.processing.analysis.batch.quiz.generation.from.multiple.source.documents","name":"batch quiz generation from multiple source documents","description":"Enables educators to upload multiple course materials (lecture notes, textbook chapters, PDFs) and generate a cohesive quiz bank covering all materials in a single operation. The system likely uses document chunking, concept extraction, and cross-document relationship mapping to ensure questions span all source materials and avoid redundancy, significantly accelerating quiz creation for multi-unit courses.","intents":["I have 10 lecture PDFs and want to generate a comprehensive exam covering all of them at once","I need to create a quiz bank from an entire textbook chapter without manually selecting key concepts","I want to ensure my generated questions cover all course materials proportionally, not just the first few documents"],"best_for":["Educators teaching multi-unit courses with substantial reading materials","Instructors creating comprehensive exams or cumulative assessments","Curriculum designers building quiz banks for entire courses"],"limitations":["No information on maximum document count or total content size limits","Unclear how system handles conflicting information across documents","Unknown whether system validates that generated questions actually appear in source materials","No details on whether batch generation supports different question types per document"],"requires":["Multiple source documents (PDF, DOCX, TXT, or text paste)","Sufficient API quota for batch generation (likely premium feature)"],"input_types":["multiple documents (batch upload or sequential addition)","batch generation parameters (total questions, distribution across documents, question types)"],"output_types":["quiz with questions distributed across source materials","question-to-source mapping (which document each question covers)","concept coverage report (topics addressed by generated questions)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Source material in text, PDF, or document format (Word, Google Docs)","Active internet connection for API calls to underlying LLM","User account with freemium or paid tier access","Quiz Makito account with template access (likely freemium tier)","Basic understanding of quiz design (question types, scoring logic)","Completed quiz in Quiz Makito","Target platform account/credentials (for LMS integration)","Appropriate user permissions to export/distribute content","Email address for account creation","No payment method required for freemium tier"],"failure_modes":["Generated questions likely require 30-50% human review and editing to meet pedagogical standards","No information on whether the model handles domain-specific terminology accurately (medical, legal, technical fields)","Unclear if the system validates question quality or flags ambiguous/incorrect generated content","No details on how the system handles source materials with errors or biased content","No information on whether custom CSS/HTML editing is supported for advanced branding","Unclear if templates support conditional branching or adaptive question paths","Unknown whether templates can be shared/versioned across teams or organizations","No details on template library size or domain-specific template availability","No information on which LMS platforms are officially supported (Canvas, Blackboard, Moodle, etc.)","Unclear if SCORM/QTI export preserves all quiz features (branching, adaptive scoring, media)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:32.438Z","last_scraped_at":"2026-04-05T13:23:42.560Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=quiz-makito","compare_url":"https://unfragile.ai/compare?artifact=quiz-makito"}},"signature":"UPdm6bJ0mIFPG+H/VL9t2Nc0ED692bq2Of4UC9Rt0GC2bZQ6NqhjSDow/WQ7dw/FCMyLfnAhY2MxoNyQr2hxDg==","signedAt":"2026-06-20T09:34:12.433Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/quiz-makito","artifact":"https://unfragile.ai/quiz-makito","verify":"https://unfragile.ai/api/v1/verify?slug=quiz-makito","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}