{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_contentedge","slug":"contentedge","name":"ContentEdge","type":"product","url":"https://www.contentedge.com","page_url":"https://unfragile.ai/contentedge","categories":["text-writing"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_contentedge__cap_0","uri":"capability://seo.real.time.seo.score.analysis","name":"real-time seo score analysis","description":"Analyzes content as it's being written and provides an immediate SEO optimization score based on keyword density, readability, and on-page SEO factors. Gives users instant feedback on how well their content is optimized for search engines.","intents":["I want to know if my content is SEO-optimized while I'm writing it","I need quick feedback on whether my article meets SEO best practices","I want to avoid keyword stuffing and maintain natural readability"],"best_for":["freelance bloggers","small business owners","content creators new to SEO"],"limitations":["scoring algorithm is basic and surface-level","doesn't provide nuanced optimization insights beyond keyword metrics","may encourage keyword stuffing if not used carefully"],"requires":["written content input","active internet connection"],"input_types":["text"],"output_types":["numeric score","optimization suggestions"],"categories":["seo","content-creation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_contentedge__cap_1","uri":"capability://seo.competitive.serp.gap.analysis","name":"competitive serp gap analysis","description":"Compares user content against top-ranking competitors in search results to identify missing topics, keywords, and content angles. Highlights gaps in coverage that could improve ranking potential.","intents":["I want to see what my competitors are ranking for that I'm missing","I need to find content gaps I can exploit to outrank competitors","I want to understand what topics I should cover to be competitive"],"best_for":["content strategists","SEO professionals","competitive researchers"],"limitations":["SERP data is outdated and not refreshed in real-time","analysis is limited to surface-level keyword and topic comparison","doesn't provide strategic recommendations for content differentiation"],"requires":["target keyword or URL","internet connection"],"input_types":["keyword","URL"],"output_types":["gap analysis report","competitor comparison data","topic suggestions"],"categories":["seo","competitive-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_contentedge__cap_2","uri":"capability://content.creation.ai.assisted.content.writing.suggestions","name":"ai-assisted content writing suggestions","description":"Generates writing suggestions and content improvements using AI to help users expand sections, improve phrasing, and optimize for SEO. Provides alternative phrasings and content recommendations during the writing process.","intents":["I want AI help to write better content faster","I need suggestions to expand thin sections of my article","I want alternative phrasings that are more SEO-friendly"],"best_for":["content creators","bloggers","marketing teams"],"limitations":["suggestions are generic and often require significant manual refinement","AI lacks originality and may produce repetitive content","suggestions frequently encourage keyword stuffing"],"requires":["partial or full content draft"],"input_types":["text"],"output_types":["text suggestions","alternative phrasings","content expansions"],"categories":["content-creation","ai-writing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_contentedge__cap_3","uri":"capability://content.creation.content.template.library","name":"content template library","description":"Provides pre-built content templates and outlines for common content types (blog posts, landing pages, product descriptions, etc.) to help users structure content quickly. Templates include SEO best practices and recommended sections.","intents":["I want a starting point for writing different types of content","I need to understand the structure of high-performing content","I want to save time by using proven content frameworks"],"best_for":["beginner content creators","small business owners","teams without content strategy"],"limitations":["templates are generic and not customized to specific industries","limited variety of template types available","templates don't adapt to unique brand voice or positioning"],"requires":["selection of content type"],"input_types":["content type selection"],"output_types":["content outline","template structure","section recommendations"],"categories":["content-creation","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_contentedge__cap_4","uri":"capability://seo.keyword.density.and.placement.optimization","name":"keyword density and placement optimization","description":"Monitors keyword usage throughout content and provides recommendations for optimal keyword placement, density, and variations. Helps users balance SEO optimization with natural readability.","intents":["I want to make sure my target keywords appear in the right places","I need to optimize keyword density without making content unreadable","I want to use keyword variations naturally throughout my content"],"best_for":["SEO-focused content creators","bloggers","marketing professionals"],"limitations":["recommendations are basic and don't account for search intent","doesn't understand semantic variations or LSI keywords deeply","may suggest keyword placement that harms readability"],"requires":["target keywords","content draft"],"input_types":["text","keyword list"],"output_types":["keyword placement suggestions","density metrics","optimization recommendations"],"categories":["seo","content-optimization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_contentedge__cap_5","uri":"capability://integration.wordpress.content.publishing.integration","name":"wordpress content publishing integration","description":"Enables direct publishing and syncing of optimized content to WordPress sites. Allows users to save drafts, schedule posts, and manage content directly from the ContentEdge platform.","intents":["I want to publish my optimized content directly to WordPress without copying and pasting","I need to schedule content publication from ContentEdge","I want to manage all my content workflow in one place"],"best_for":["WordPress site owners","content teams","bloggers"],"limitations":["integration is limited to WordPress only","doesn't support other popular CMS platforms","workflow efficiency is reduced compared to native CMS editors"],"requires":["WordPress site with API access","ContentEdge account","authentication credentials"],"input_types":["content","publishing metadata"],"output_types":["published WordPress post","scheduled content"],"categories":["integration","publishing","cms"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_contentedge__cap_6","uri":"capability://content.optimization.readability.and.tone.analysis","name":"readability and tone analysis","description":"Evaluates content for readability metrics (reading level, sentence length, paragraph structure) and provides suggestions to improve clarity and engagement. Analyzes tone to ensure it matches intended audience.","intents":["I want to make sure my content is easy to read for my target audience","I need to check if my tone matches my brand voice","I want to improve readability without losing SEO optimization"],"best_for":["content creators","marketing teams","brand managers"],"limitations":["tone analysis is surface-level and may not capture nuanced brand voice","readability metrics don't account for specialized or technical content","suggestions may conflict with SEO optimization recommendations"],"requires":["content draft"],"input_types":["text"],"output_types":["readability score","tone analysis","improvement suggestions"],"categories":["content-optimization","writing"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":34,"verified":false,"data_access_risk":"low","permissions":["written content input","active internet connection","target keyword or URL","internet connection","partial or full content draft","selection of content type","target keywords","content draft","WordPress site with API access","ContentEdge account"],"failure_modes":["scoring algorithm is basic and surface-level","doesn't provide nuanced optimization insights beyond keyword metrics","may encourage keyword stuffing if not used carefully","SERP data is outdated and not refreshed in real-time","analysis is limited to surface-level keyword and topic comparison","doesn't provide strategic recommendations for content differentiation","suggestions are generic and often require significant manual refinement","AI lacks originality and may produce repetitive content","suggestions frequently encourage keyword stuffing","templates are generic and not customized to specific industries","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.23333333333333334,"quality":0.5700000000000001,"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":"2026-05-24T12:16:30.281Z","last_scraped_at":"2026-04-05T13:23:42.562Z","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=contentedge","compare_url":"https://unfragile.ai/compare?artifact=contentedge"}},"signature":"zlJ6xRPQkRIDguZ7Dt7v5x2nfN0wIEVC5Z9l6dQM2PhzaALaC5H85TdNQC8AaOCl9e53ZwgbAsXrafqClbXJCw==","signedAt":"2026-06-21T08:48:36.281Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/contentedge","artifact":"https://unfragile.ai/contentedge","verify":"https://unfragile.ai/api/v1/verify?slug=contentedge","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"}}