{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_zupyak","slug":"zupyak","name":"Zupyak","type":"product","url":"https://www.zupyak.com","page_url":"https://unfragile.ai/zupyak","categories":["text-writing"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_zupyak__cap_0","uri":"capability://text.generation.language.seo.optimized.article.generation.with.integrated.keyword.targeting","name":"seo-optimized article generation with integrated keyword targeting","description":"Generates full-length blog articles and web content optimized for search engine rankings by accepting a topic and target keywords as input, then producing structured articles with metadata suggestions (title, meta description, headers). The system appears to use prompt-based LLM generation with built-in SEO heuristics for keyword density, header structure, and readability scoring, though the underlying LLM model and optimization algorithm are not disclosed. Output includes article body, suggested metadata, and keyword placement guidance.","intents":["Generate a 2000-word blog post optimized for a specific keyword without manual SEO research","Produce multiple article variations targeting different keyword intents from a single topic","Get metadata suggestions (title tags, meta descriptions) automatically included with article output","Create search-engine-friendly content without hiring an SEO copywriter or agency"],"best_for":["Solo content marketers managing 10-50 articles per month","Small agencies producing bulk content for multiple clients","Non-technical founders building content libraries for new websites","E-commerce businesses needing category/product page copy at scale"],"limitations":["No control over LLM model selection — users cannot choose between GPT-4, Claude, or other providers","No brand voice fine-tuning — generated content uses generic tone, not customizable to brand guidelines","Unknown maximum article length or token limits — may truncate longer-form content","No factual accuracy guarantees — content may contain hallucinations or outdated information requiring manual review","No plagiarism detection — users must verify originality independently","Optimization effectiveness unverified — no case studies or SERP ranking data provided to validate SEO impact"],"requires":["Active Zupyak account with paid subscription (pricing tier unknown)","Topic or keyword input in English or supported language","Internet connection for real-time generation"],"input_types":["text (topic/keyword)","text (optional: existing content to optimize)","categorical (industry/niche selection from 70+ categories)"],"output_types":["text (article body, 500-3000 words estimated)","structured metadata (title, meta description, H1-H3 headers)","keyword placement suggestions"],"categories":["text-generation-language","seo-content-marketing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_1","uri":"capability://search.retrieval.keyword.research.and.search.intent.discovery","name":"keyword research and search intent discovery","description":"Analyzes a given topic or niche and generates a list of relevant keywords with associated search intent classification (informational, transactional, navigational) and estimated search volume. The system appears to use LLM-based keyword generation combined with real-time or cached search data to provide intent signals and volume estimates, though the data source (Google Trends, SEMrush API, proprietary index, or synthetic generation) is not disclosed. Output is a structured keyword list with intent and volume metadata suitable for content planning.","intents":["Discover 50-200 relevant keywords for a niche without using expensive SEO tools like Ahrefs or SEMrush","Identify search intent (informational vs. transactional) to prioritize content types","Find long-tail keyword opportunities with lower competition","Validate topic viability before investing time in content creation"],"best_for":["Bootstrapped startups without SEO tool budgets","Content marketers needing quick keyword lists for brainstorming","Agencies managing multiple client niches simultaneously","Non-technical founders validating market demand via search signals"],"limitations":["Search volume accuracy unknown — no disclosure of data freshness or source reliability","No competitive difficulty scoring — cannot assess keyword competitiveness or ranking difficulty","No SERP feature analysis — does not identify featured snippets, People Also Ask, or other SERP elements","Limited to text input — cannot analyze existing competitor content to find keyword gaps","No keyword clustering — results are flat lists, not organized by topic clusters or semantic groups","Unknown keyword list size limits — may cap results at 50-100 keywords per query"],"requires":["Active Zupyak account with paid subscription","Topic or niche keyword as text input","Internet connection for real-time data retrieval"],"input_types":["text (topic, niche, or seed keyword)","categorical (optional: industry selection for context)"],"output_types":["structured data (keyword list with search intent, volume, difficulty estimate)","text (keyword recommendations with brief descriptions)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_10","uri":"capability://text.generation.language.industry.specific.content.generation.with.70.category.templates","name":"industry-specific content generation with 70+ category templates","description":"Generates content tailored to specific industries and business types by selecting from 70+ predefined industry categories (Accounting, Aerospace, Automotive, etc.). The system uses industry-specific templates and context to generate content with relevant terminology, examples, and pain points for each vertical. Output includes industry-appropriate content that addresses specific audience needs and use cases.","intents":["Generate industry-specific blog posts without manual research into vertical-specific terminology and pain points","Create content for niche industries (aerospace, accounting, legal) without hiring subject matter experts","Ensure generated content uses appropriate language and examples for target industry","Scale content production across multiple industry verticals with consistent quality"],"best_for":["Agencies serving multiple industry verticals","SaaS companies targeting specific industries with content marketing","Publishers covering niche industries","Brands expanding into new verticals without industry expertise"],"limitations":["Industry category coverage unknown — documentation lists 70+ categories but does not specify which industries are supported","Template quality unknown — no disclosure of how industry-specific templates are created or maintained","Limited customization — users cannot create custom industry categories or modify templates","No subject matter expert review — generated content may contain inaccuracies or outdated industry information","No industry-specific compliance handling — content does not account for regulatory requirements (healthcare, finance, legal, etc.)","No industry-specific keyword research — keyword suggestions may not reflect industry-specific search behavior"],"requires":["Active Zupyak account with paid subscription","Industry category selection from 70+ supported options","Topic or keyword input relevant to selected industry","Internet connection for content generation"],"input_types":["categorical (industry selection from 70+ categories)","text (topic or keyword relevant to industry)"],"output_types":["text (industry-specific article with relevant terminology and examples)","structured metadata (industry-specific keywords and metadata)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_11","uri":"capability://search.retrieval.real.time.serp.analysis.and.content.gap.identification","name":"real-time serp analysis and content gap identification","description":"Analyzes current search engine results pages (SERPs) for target keywords and identifies content gaps, competitor positioning, and opportunities for differentiation. The system queries real-time or near-real-time SERP data to show which competitors are ranking, what content types dominate (blog posts, guides, videos, etc.), and what topics or angles are underserved. Output includes SERP overview with competitor analysis and content gap recommendations to inform content strategy.","intents":["Identify content gaps and underserved angles before creating new content","Analyze competitor content to find differentiation opportunities","Understand SERP landscape (featured snippets, People Also Ask, video results) for target keywords","Validate content strategy by checking if target keywords are worth pursuing"],"best_for":["Content strategists planning editorial calendars","SEO professionals analyzing keyword opportunities","Agencies competing for client attention with data-driven content strategy","Publishers identifying underserved content opportunities"],"limitations":["SERP data freshness unknown — no disclosure of how frequently SERP data is updated","Limited SERP feature analysis — no mention of featured snippets, People Also Ask, video results, or other SERP elements","No competitor content analysis — cannot extract and analyze competitor content structure, keywords, or messaging","No difficulty scoring — cannot assess keyword competitiveness or ranking difficulty","No historical SERP data — cannot track SERP changes over time or identify emerging trends","No local SERP support — unclear if SERP analysis accounts for location-specific results"],"requires":["Active Zupyak account with paid subscription","Target keyword or topic for SERP analysis","Internet connection for real-time SERP data retrieval"],"input_types":["text (keyword or topic for SERP analysis)","categorical (optional: target location or language)"],"output_types":["structured data (SERP overview with competitor list and content gap analysis)","text (content gap recommendations and differentiation opportunities)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_2","uri":"capability://text.generation.language.content.remixing.and.multi.format.repurposing","name":"content remixing and multi-format repurposing","description":"Accepts existing content (article, blog post, or other text) and generates multiple variations or reformatted versions targeting different content types, audiences, or platforms. The system uses prompt-based LLM transformation to rewrite content in alternative styles (e.g., blog post → social media captions, email newsletter, infographic script) while preserving core messaging. Output includes multiple content variations suitable for different distribution channels, though the number of variations and supported output formats are not specified.","intents":["Convert a single blog post into 5-10 social media posts, email snippets, and ad copy without manual rewriting","Adapt long-form content into short-form variations for LinkedIn, Twitter, TikTok, and other platforms","Repurpose evergreen content across multiple channels to maximize ROI on content creation","Generate multiple angles or perspectives on the same topic for A/B testing or audience segmentation"],"best_for":["Content marketers managing multi-channel distribution (blog, social, email, ads)","Agencies producing content for multiple client brands and platforms","Solo founders maximizing content ROI with limited production time","Teams without dedicated copywriters for each channel"],"limitations":["No platform-specific optimization — variations are generic, not tailored to LinkedIn algorithm, Twitter character limits, or TikTok trends","No tone/voice consistency enforcement — variations may diverge from brand voice across channels","Unknown variation count limits — unclear if users can generate 5 or 50 variations per input","No audience segmentation — cannot target variations to specific personas or demographics","No performance prediction — cannot estimate which variation will perform best on each platform","Requires manual platform-specific formatting — output is text, not platform-ready (no image generation, hashtag insertion, or scheduling)"],"requires":["Active Zupyak account with paid subscription","Existing content (article, blog post, or text) as input","Internet connection for LLM processing"],"input_types":["text (existing article, blog post, or content piece)","categorical (target platform or content type selection)"],"output_types":["text (multiple content variations in different formats)","structured data (variations tagged by platform or format type)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_3","uri":"capability://text.generation.language.content.localization.and.market.specific.optimization","name":"content localization and market-specific optimization","description":"Accepts existing or newly generated content and adapts it for specific geographic markets, languages, and cultural contexts. The system uses LLM-based translation and cultural adaptation combined with market-specific SEO optimization (referred to as 'GEO' — Generative Engine Optimization) to ensure content ranks in local search results and AI-generated answer systems (ChatGPT, Claude, Perplexity). Output includes localized content with market-specific keywords, phrasing, and cultural references, though the specific implementation of market-specific optimization is not disclosed.","intents":["Translate and adapt a blog post for 5+ geographic markets without hiring translators or local copywriters","Optimize content for local search rankings in different countries or regions","Ensure content appears in AI-generated answers (ChatGPT, Perplexity) for target markets","Maintain brand consistency while adapting messaging to local cultural norms and preferences"],"best_for":["Global SaaS companies expanding into new markets","E-commerce businesses selling across multiple countries","Agencies managing content for multinational clients","Startups localizing content for 5+ markets simultaneously"],"limitations":["No native speaker review — localized content is LLM-generated, not reviewed by native speakers or cultural consultants","Unknown language support — documentation mentions '50+ languages' but does not list supported languages or quality tiers","No local SEO expertise — optimization for local search may be generic (keyword insertion) rather than market-specific (local link building, local business schema)","GEO optimization effectiveness unverified — no case studies or data showing improved rankings in AI-generated answers","No cultural sensitivity review — content may contain culturally inappropriate references or phrasing","No local compliance handling — does not account for regional regulations (GDPR, CCPA, local advertising laws)"],"requires":["Active Zupyak account with paid subscription","Existing content or topic for localization","Target market/language selection from supported list","Internet connection for LLM processing"],"input_types":["text (existing content or topic)","categorical (target market/country selection)","categorical (target language selection from 50+ options)"],"output_types":["text (localized content with market-specific keywords and phrasing)","structured metadata (localized title, meta description, local keywords)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_4","uri":"capability://planning.reasoning.topic.ideation.and.content.strategy.generation","name":"topic ideation and content strategy generation","description":"Generates a list of content topics, article ideas, and content strategy recommendations for a given niche or industry. The system uses LLM-based ideation to produce topic suggestions organized by content type (blog posts, guides, case studies, etc.) and audience stage (awareness, consideration, decision). Output includes a prioritized list of topics with brief descriptions and suggested content formats, designed to address the 'blank-page paralysis' problem for content planners.","intents":["Generate 50-100 blog post ideas for a niche without manual brainstorming","Identify content gaps and opportunities based on audience stage and buyer journey","Create a 3-6 month content calendar with topic suggestions and formats","Validate content strategy before investing in production"],"best_for":["Content marketers planning editorial calendars","Agencies onboarding new clients and needing rapid content strategy","Solo founders building content libraries from scratch","Teams without dedicated content strategists"],"limitations":["No competitive analysis — does not identify topics competitors are ranking for or content gaps in the market","No audience research integration — suggestions are generic, not based on actual audience questions or search behavior","No prioritization algorithm — topics are not ranked by search volume, difficulty, or business impact","Unknown topic list size — unclear if users get 20 or 200 topic suggestions per query","No content calendar integration — output is a list, not a structured calendar with publishing dates or team assignments","No performance prediction — cannot estimate which topics will drive traffic or conversions"],"requires":["Active Zupyak account with paid subscription","Niche or industry input","Internet connection for LLM processing"],"input_types":["text (niche, industry, or business type)","categorical (industry selection from 70+ categories)"],"output_types":["text (topic list with descriptions and suggested formats)","structured data (topics organized by content type and audience stage)"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_5","uri":"capability://image.visual.ai.generated.image.creation.for.content","name":"ai-generated image creation for content","description":"Generates images and visual assets for articles and content pieces based on text descriptions or topic context. The system uses an underlying image generation model (likely DALL-E, Midjourney, or proprietary) to produce images suitable for blog posts, social media, and web content. Output includes generated images in unspecified formats and resolutions, though style control, licensing, and commercial use rights are not disclosed.","intents":["Generate featured images for blog posts without stock photo costs or licensing concerns","Create social media graphics and visual assets for content distribution","Produce illustrations or diagrams for technical or educational content","Reduce content production time by automating image creation"],"best_for":["Content creators on tight budgets without stock photo subscriptions","Agencies producing high-volume content across multiple clients","Solo founders building visual content libraries","Teams without in-house designers"],"limitations":["No style control disclosed — users cannot specify art style, color palette, or visual direction","Image quality and resolution unknown — no specification of output dimensions or DPI","Commercial use rights unclear — no disclosure of licensing terms or commercial use restrictions","No image editing or refinement — output is final, no post-processing or adjustment tools","No brand consistency enforcement — images are generated independently, not styled to match brand guidelines","Potential copyright/IP concerns — no disclosure of training data sources or plagiarism risk"],"requires":["Active Zupyak account with paid subscription","Text description or topic context for image generation","Internet connection for image generation processing"],"input_types":["text (image description or topic context)","categorical (optional: style or format selection)"],"output_types":["image (generated image in unspecified format and resolution)"],"categories":["image-visual","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_6","uri":"capability://text.generation.language.generative.engine.optimization.geo.for.ai.generated.answers","name":"generative engine optimization (geo) for ai-generated answers","description":"Optimizes content specifically for appearance in AI-generated answer systems (ChatGPT, Claude, Perplexity, Google's AI Overviews) rather than traditional search engine rankings. The system uses LLM-based content optimization to structure articles, include specific answer formats, and use language patterns that increase likelihood of being cited or quoted by AI systems. The specific implementation of GEO optimization (prompt engineering, structured data, citation patterns, etc.) is not disclosed.","intents":["Ensure content appears in ChatGPT, Claude, and Perplexity answers for target queries","Optimize for Google's AI Overviews and other AI-generated search results","Adapt SEO strategy for AI-powered search engines beyond traditional Google rankings","Capture traffic from users asking questions to AI assistants rather than traditional search"],"best_for":["Content marketers adapting to AI-powered search trends","Publishers concerned about traffic loss to AI-generated answers","Brands wanting visibility in ChatGPT and other AI assistant responses","Agencies helping clients compete in AI-generated answer systems"],"limitations":["GEO optimization effectiveness unverified — no case studies, benchmarks, or data showing improved AI answer citations","AI system behavior unpredictable — content optimization may not guarantee inclusion in AI-generated answers due to model changes and training data updates","No control over AI system selection — optimization may work for ChatGPT but not Claude or Perplexity","Potential conflict with traditional SEO — GEO optimization may reduce traditional search rankings","Unknown optimization parameters — no disclosure of specific content patterns or structures that improve AI answer inclusion","No performance tracking — Zupyak does not provide metrics showing whether optimized content appears in AI answers"],"requires":["Active Zupyak account with paid subscription","Content generation or optimization through Zupyak agents","Understanding of target AI systems (ChatGPT, Claude, Perplexity, etc.)"],"input_types":["text (article or content for optimization)","categorical (target AI system selection)"],"output_types":["text (GEO-optimized content with AI answer-friendly structure)","structured metadata (optimization recommendations)"],"categories":["text-generation-language","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_7","uri":"capability://automation.workflow.direct.publishing.to.zupyak.community.platform","name":"direct publishing to zupyak community platform","description":"Publishes generated or edited content directly to Zupyak's community publishing network (700,000+ businesses) without requiring external hosting, CMS, or publishing infrastructure. The system integrates content generation with one-click publishing, allowing users to distribute content to the Zupyak network and potentially reach the platform's audience. Content published to Zupyak may also be discoverable by other users and potentially syndicated or shared within the network.","intents":["Publish blog posts and articles without setting up a website or CMS","Distribute content to Zupyak's 700,000+ user network for immediate visibility","Build an audience on the Zupyak platform without managing external hosting","Syndicate content across multiple channels through Zupyak's network"],"best_for":["Solo founders and bootstrapped startups without website infrastructure","Content creators building audiences on third-party platforms","Agencies managing content distribution across multiple client accounts","Brands testing content strategy before investing in owned infrastructure"],"limitations":["Vendor lock-in — content is hosted on Zupyak servers, not user-owned infrastructure","No export or migration path disclosed — unclear if users can export published content to external platforms","Limited customization — published content uses Zupyak's template and branding, not custom domain or design","Audience reach unknown — no data on Zupyak network traffic, user engagement, or content discoverability","No analytics integration — Zupyak does not provide traffic metrics or performance data for published content","Potential content moderation — Zupyak may moderate or remove published content based on community guidelines"],"requires":["Active Zupyak account with publishing permissions","Generated or edited content ready for publication","Internet connection for publishing"],"input_types":["text (article or content for publication)","categorical (content category or topic selection)"],"output_types":["published URL (content published to Zupyak platform)","structured metadata (published content metadata and sharing links)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_8","uri":"capability://text.generation.language.content.improvement.and.optimization.for.existing.articles","name":"content improvement and optimization for existing articles","description":"Analyzes existing articles or content and provides optimization recommendations or automatically rewrites sections to improve SEO performance, readability, engagement, or conversion potential. The system uses LLM-based content analysis to identify improvement opportunities (keyword optimization, structure, tone, call-to-action placement) and can automatically generate improved versions of content. Output includes rewritten content with optimization applied, though the specific optimization criteria and improvement metrics are not disclosed.","intents":["Improve existing blog posts that are not ranking or driving traffic","Optimize older content for current SEO best practices without full rewrite","Enhance readability and engagement of existing articles","Update content tone or messaging to match current brand voice"],"best_for":["Content marketers with existing content libraries needing optimization","Publishers refreshing older content to improve rankings","Agencies auditing client content and recommending improvements","Teams without dedicated editors or optimization specialists"],"limitations":["Optimization criteria unknown — no disclosure of specific metrics or algorithms used to identify improvement opportunities","No A/B testing — cannot compare original vs. optimized versions to measure actual improvement","No performance tracking — Zupyak does not provide before/after metrics showing ranking or traffic improvements","Limited context awareness — optimization may not account for content's current performance, audience, or business goals","No competitive analysis — cannot compare optimized content to competitor content or SERP leaders","Potential over-optimization — automated optimization may reduce content quality or readability"],"requires":["Active Zupyak account with paid subscription","Existing article or content for optimization","Internet connection for LLM processing"],"input_types":["text (existing article or content)","categorical (optional: optimization focus — SEO, readability, engagement, etc.)"],"output_types":["text (optimized content with improvements applied)","structured data (optimization recommendations and change summary)"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zupyak__cap_9","uri":"capability://automation.workflow.multi.agent.workflow.orchestration.for.content.production","name":"multi-agent workflow orchestration for content production","description":"Coordinates multiple specialized agents (Keyword Researcher, Content Writer, Topic Generator, Content Improver, etc.) to execute complex content production workflows in sequence or parallel. The system allows users to chain agents together (e.g., Keyword Researcher → Content Writer → Content Improver → Publisher) to automate end-to-end content production from ideation to publication. The specific orchestration mechanism (sequential, parallel, conditional branching) and workflow persistence are not disclosed.","intents":["Automate end-to-end content production from topic ideation to published article in a single workflow","Execute complex content operations (research → write → optimize → localize → publish) without manual intervention","Manage batch content production for multiple topics or markets simultaneously","Reduce content production time from days to hours by parallelizing agent operations"],"best_for":["Agencies managing high-volume content production for multiple clients","Content teams automating repetitive workflows","Publishers scaling content production without hiring additional staff","Brands producing content for multiple markets or languages simultaneously"],"limitations":["Workflow orchestration not yet available — documentation mentions 'Skills' and MCP support as roadmap items, not current features","No workflow persistence — unclear if workflows are saved, reusable, or require manual setup each time","No error handling or rollback — no disclosure of how system handles agent failures or quality issues mid-workflow","No conditional logic — cannot branch workflows based on content quality, keyword difficulty, or other criteria","No parallel execution — unclear if agents can run simultaneously or must execute sequentially","No workflow monitoring — no visibility into agent progress, execution time, or resource usage"],"requires":["Active Zupyak account with paid subscription","Workflow orchestration feature (currently in roadmap, not available)","Multiple agents configured and ready for chaining","Internet connection for agent execution"],"input_types":["categorical (workflow template or custom workflow definition)","text (initial input — topic, keyword, or content)"],"output_types":["text (final output from last agent in workflow — article, published content, etc.)","structured data (workflow execution log and intermediate outputs)"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Active Zupyak account with paid subscription (pricing tier unknown)","Topic or keyword input in English or supported language","Internet connection for real-time generation","Active Zupyak account with paid subscription","Topic or niche keyword as text input","Internet connection for real-time data retrieval","Industry category selection from 70+ supported options","Topic or keyword input relevant to selected industry","Internet connection for content generation","Target keyword or topic for SERP analysis"],"failure_modes":["No control over LLM model selection — users cannot choose between GPT-4, Claude, or other providers","No brand voice fine-tuning — generated content uses generic tone, not customizable to brand guidelines","Unknown maximum article length or token limits — may truncate longer-form content","No factual accuracy guarantees — content may contain hallucinations or outdated information requiring manual review","No plagiarism detection — users must verify originality independently","Optimization effectiveness unverified — no case studies or SERP ranking data provided to validate SEO impact","Search volume accuracy unknown — no disclosure of data freshness or source reliability","No competitive difficulty scoring — cannot assess keyword competitiveness or ranking difficulty","No SERP feature analysis — does not identify featured snippets, People Also Ask, or other SERP elements","Limited to text input — cannot analyze existing competitor content to find keyword gaps","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"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":"2026-05-24T12:16:34.118Z","last_scraped_at":"2026-04-05T13:23:42.552Z","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=zupyak","compare_url":"https://unfragile.ai/compare?artifact=zupyak"}},"signature":"hpDwgRFMLq7KQINUmYThABaY8HLg11e5IUOhiz6eBYrczF+m8TpzFkLu0OwIWr2JYtOecHxcbCgr2CZbsR5MAQ==","signedAt":"2026-06-22T04:14:51.460Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/zupyak","artifact":"https://unfragile.ai/zupyak","verify":"https://unfragile.ai/api/v1/verify?slug=zupyak","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"}}