{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_typli","slug":"typli","name":"Typli","type":"product","url":"https://typli.ai","page_url":"https://unfragile.ai/typli","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_typli__cap_0","uri":"capability://text.generation.language.real.time.seo.scoring.with.structural.guidance","name":"real-time seo scoring with structural guidance","description":"Analyzes content as it's being written against SEO best practices, providing live feedback on readability, keyword density, heading hierarchy, and content structure. Rather than post-hoc keyword counting, the system evaluates how content is organized (H1/H2/H3 distribution, paragraph length, internal linking opportunities) and suggests structural improvements that align with search engine ranking factors. The scoring engine appears to weight semantic relevance and content depth alongside traditional on-page signals.","intents":["I want to write blog posts that rank better without constantly checking external SEO tools","I need guidance on how to structure my content to match what Google rewards","I want to avoid keyword stuffing while still optimizing for search visibility"],"best_for":["Solo bloggers optimizing for organic search","Content teams managing multiple articles with consistent SEO standards","Small business owners writing their own web copy"],"limitations":["Scoring algorithm appears to be generic and may not account for niche-specific ranking factors or E-E-A-T signals","Real-time scoring adds latency to the editor experience, potentially slowing down fast typists","No integration with actual Google Search Console data, so recommendations are based on general best practices rather than your specific site's performance"],"requires":["Active internet connection for real-time analysis","Typli account (free or paid tier)"],"input_types":["plain text","markdown"],"output_types":["numeric SEO score (0-100)","structured feedback (readability, keyword analysis, heading structure)","actionable suggestions"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_typli__cap_1","uri":"capability://search.retrieval.competitor.content.structure.analysis","name":"competitor content structure analysis","description":"Scans top-ranking pages for a given keyword or topic and extracts their structural patterns (heading hierarchy, content length, section organization, semantic topics covered). This data is presented alongside your draft to show what successful content in your niche actually looks like structurally. The system likely uses web scraping or API integration with SEO data providers to fetch competitor URLs, then applies NLP-based content parsing to identify sections, topics, and organizational patterns.","intents":["I want to see what structure top-ranking articles use so I can match or exceed it","I need to know what topics and subtopics I should cover to compete with existing content","I want to understand the content depth and format that Google rewards for my target keyword"],"best_for":["Content creators in competitive niches who need data-driven structure templates","SEO-focused teams building content strategies","Freelance writers who need to justify their content structure to clients"],"limitations":["Analysis is limited to publicly available pages and may not reflect private/paywalled content that ranks","Structural patterns extracted may be outdated if competitor content hasn't been re-crawled recently","No analysis of why certain structures work (correlation vs causation) — assumes structure alone drives rankings","May struggle with dynamic or JavaScript-heavy competitor sites"],"requires":["Target keyword or topic input","Typli account with competitor analysis feature enabled (likely paid tier)","Internet access to fetch competitor URLs"],"input_types":["keyword string","topic/URL"],"output_types":["structured competitor data (heading hierarchy, section count, estimated word count, topics covered)","visual comparison (side-by-side structure templates)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_typli__cap_2","uri":"capability://text.generation.language.ai.assisted.content.generation.with.seo.awareness","name":"ai-assisted content generation with seo awareness","description":"Generates article outlines, full articles, or content sections using a language model that's been fine-tuned or prompted to produce SEO-optimized content. The generation process likely incorporates the real-time SEO scoring and competitor analysis data as context, so the model generates content that naturally aligns with structural best practices and competitor patterns. Generation appears to support multiple content types (blog posts, product descriptions, social media copy) with format-specific templates.","intents":["I want to generate a first draft quickly without starting from a blank page","I need to create multiple content variations to test which performs better","I want outlines that already account for SEO best practices and competitor coverage"],"best_for":["Content teams with high output requirements who need fast first drafts","Solo creators who struggle with writer's block or outlining","Agencies managing multiple client content calendars"],"limitations":["Generated content for niche topics tends toward generic filler when training data is sparse, requiring heavy editing","No multi-language support — English-only generation, limiting international content strategy","Free tier has severe word count restrictions (likely 10k-20k words/month), making it impractical for serious content production","Generated content may lack unique voice or perspective, requiring significant rewriting to avoid sounding like AI"],"requires":["Typli account (free tier has limits, paid for serious use)","Content brief or keyword input","Internet connection for API calls to underlying LLM"],"input_types":["keyword","topic","content brief","outline structure"],"output_types":["article outline","full article text","section/paragraph content","multiple variations"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_typli__cap_3","uri":"capability://text.generation.language.distraction.free.editor.interface.with.inline.ai.assistance","name":"distraction-free editor interface with inline ai assistance","description":"Provides a minimal, focused writing environment (similar to iA Writer or Ulysses) that surfaces AI assistance contextually without overwhelming the user with buttons, panels, or notifications. The editor likely uses a markdown-based or rich-text backend with AI features (generation, rewriting, SEO feedback) accessible via keyboard shortcuts or inline prompts rather than sidebar panels. The design philosophy prioritizes the writing experience over feature visibility.","intents":["I want to write without distracting UI elements or AI suggestions popping up constantly","I need AI assistance available when I ask for it, not forced upon me","I want a clean, professional writing environment that doesn't feel like a tool"],"best_for":["Professional writers who value focus and minimalism","Content creators who find feature-heavy tools (like Jasper) overwhelming","Teams with strong writing skills who want AI as a helper, not a crutch"],"limitations":["Minimalist design may hide advanced features, creating a learning curve for power users","No collaborative editing or commenting features visible, limiting team workflows","Keyboard-shortcut-based interaction requires memorization and may slow down users unfamiliar with the shortcuts"],"requires":["Typli account","Modern web browser (Chrome, Firefox, Safari, Edge)","Familiarity with markdown or rich-text editing"],"input_types":["text input via keyboard"],"output_types":["formatted article text","markdown export","HTML export"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_typli__cap_4","uri":"capability://automation.workflow.freemium.tier.with.word.count.and.feature.restrictions","name":"freemium tier with word count and feature restrictions","description":"Offers a free tier with limited monthly word generation (likely 10k-20k words), restricted access to advanced features (competitor analysis, certain content templates), and basic SEO scoring. The freemium model is designed to let users test core writing and SEO capabilities without payment, but quickly hits limits that encourage upgrade to paid tiers. Restrictions are enforced server-side via account quotas and feature flags.","intents":["I want to try Typli before committing to a paid plan","I need a free tool for occasional blog posts but can't justify a subscription","I want to test if Typli's SEO approach works for my content before investing"],"best_for":["Solo bloggers with low publishing frequency","Students or hobbyists exploring AI writing tools","Teams evaluating multiple tools before selecting one"],"limitations":["Free tier word limits (likely 10k-20k/month) are insufficient for serious content production, forcing quick upgrade decision","Advanced features like competitor analysis likely gated behind paid tier, limiting evaluation of full product","No clear upgrade path or pricing transparency on free tier, potentially frustrating users","Free tier may have slower API response times or lower priority processing"],"requires":["Email address to create free account","No payment method required for free tier"],"input_types":["account creation"],"output_types":["free tier access with quota tracking"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_typli__cap_5","uri":"capability://text.generation.language.content.template.library.with.format.specific.optimization","name":"content template library with format-specific optimization","description":"Provides pre-built content templates for common formats (blog posts, product descriptions, landing pages, social media copy, email newsletters) that are pre-configured with SEO best practices and structural patterns. Each template likely includes placeholder sections, recommended heading hierarchy, and content length guidelines. Templates may be customizable and can be combined with the AI generation engine to produce format-specific content faster.","intents":["I want a starting structure for different content types without designing from scratch","I need to ensure consistency across multiple content pieces and formats","I want templates that already account for SEO best practices for each format"],"best_for":["Content teams managing multiple content types and formats","Agencies producing content for multiple clients with different needs","Creators new to content marketing who need structural guidance"],"limitations":["Templates are generic and may not fit niche industries or unique brand voices","Limited customization options for templates, forcing users to edit heavily","Template library size and variety unknown — may be limited compared to competitors like Jasper"],"requires":["Typli account","Selection of template from library"],"input_types":["template selection","content brief or keyword"],"output_types":["structured content outline","template with placeholder sections"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_typli__cap_6","uri":"capability://search.retrieval.keyword.research.and.topic.suggestion.integration","name":"keyword research and topic suggestion integration","description":"Integrates keyword research data (likely from third-party SEO APIs like SEMrush, Ahrefs, or Moz) to suggest related keywords, long-tail variations, and topic clusters relevant to your target keyword. The system may also suggest content gaps (topics covered by competitors but not by you) based on competitor analysis. Suggestions are surfaced within the editor to guide content planning and generation.","intents":["I want to find related keywords and topics to cover in my article","I need to identify content gaps where I can compete with existing rankings","I want keyword suggestions that are relevant and have reasonable search volume"],"best_for":["SEO-focused content creators planning content strategy","Teams managing keyword research and content mapping","Creators optimizing for long-tail keywords and topic clusters"],"limitations":["Keyword data freshness depends on underlying API provider's crawl frequency — may be days or weeks old","Search volume and difficulty metrics are estimates and may not reflect actual search behavior","No integration with your own site's analytics, so suggestions don't account for your specific audience","Limited to English-language keywords due to lack of multi-language support"],"requires":["Typli account with keyword research feature enabled (likely paid tier)","Target keyword input","Internet access to fetch keyword data from third-party APIs"],"input_types":["keyword string","topic"],"output_types":["related keywords","long-tail variations","search volume estimates","keyword difficulty scores","content gap suggestions"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_typli__cap_7","uri":"capability://text.generation.language.readability.and.tone.analysis.with.style.guidance","name":"readability and tone analysis with style guidance","description":"Analyzes written content for readability metrics (Flesch-Kincaid grade level, sentence length, paragraph length) and tone/style characteristics (formal vs conversational, active vs passive voice). The system provides feedback on whether the content matches the intended audience and tone, and suggests rewrites for sentences that are too complex or paragraphs that are too long. This likely uses NLP-based sentence parsing and linguistic analysis.","intents":["I want to ensure my content is readable for my target audience","I need to maintain a consistent tone and voice across multiple articles","I want suggestions for simplifying complex sentences or breaking up long paragraphs"],"best_for":["Content creators writing for general audiences who need accessibility guidance","Teams maintaining brand voice consistency","Non-native English speakers who want readability feedback"],"limitations":["Readability metrics are generic and don't account for technical or specialized audiences who may prefer complex language","Tone analysis is rule-based and may not capture nuanced voice or personality","Suggestions for rewriting may be generic and require manual refinement to maintain original meaning"],"requires":["Typli account","Written content to analyze"],"input_types":["text content"],"output_types":["readability score","tone analysis","style suggestions","rewrite recommendations"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_typli__cap_8","uri":"capability://tool.use.integration.content.export.and.publishing.integration","name":"content export and publishing integration","description":"Exports written content in multiple formats (Markdown, HTML, plain text) and integrates with popular publishing platforms (WordPress, Medium, Substack, etc.) to publish directly from the editor. The export process likely preserves formatting, SEO metadata (meta descriptions, focus keywords), and may include structured data markup for rich snippets. Integration with publishing platforms may be via API or OAuth authentication.","intents":["I want to export my content in a format compatible with my publishing platform","I need to publish directly from Typli without copying and pasting","I want to preserve SEO metadata and formatting when publishing"],"best_for":["Creators using WordPress, Medium, or other popular platforms","Teams automating content publishing workflows","Creators who want to minimize manual formatting and publishing steps"],"limitations":["Integration support is limited to popular platforms — niche or custom platforms may not be supported","OAuth integration may require platform-specific setup and permissions","Export formatting may not perfectly match platform-specific requirements, requiring manual adjustments","No scheduling or bulk publishing features visible"],"requires":["Typli account","Account on target publishing platform (WordPress, Medium, Substack, etc.)","OAuth authentication or API key for platform integration"],"input_types":["completed article content"],"output_types":["Markdown","HTML","plain text","platform-specific format","published post (via platform integration)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Active internet connection for real-time analysis","Typli account (free or paid tier)","Target keyword or topic input","Typli account with competitor analysis feature enabled (likely paid tier)","Internet access to fetch competitor URLs","Typli account (free tier has limits, paid for serious use)","Content brief or keyword input","Internet connection for API calls to underlying LLM","Typli account","Modern web browser (Chrome, Firefox, Safari, Edge)"],"failure_modes":["Scoring algorithm appears to be generic and may not account for niche-specific ranking factors or E-E-A-T signals","Real-time scoring adds latency to the editor experience, potentially slowing down fast typists","No integration with actual Google Search Console data, so recommendations are based on general best practices rather than your specific site's performance","Analysis is limited to publicly available pages and may not reflect private/paywalled content that ranks","Structural patterns extracted may be outdated if competitor content hasn't been re-crawled recently","No analysis of why certain structures work (correlation vs causation) — assumes structure alone drives rankings","May struggle with dynamic or JavaScript-heavy competitor sites","Generated content for niche topics tends toward generic filler when training data is sparse, requiring heavy editing","No multi-language support — English-only generation, limiting international content strategy","Free tier has severe word count restrictions (likely 10k-20k words/month), making it impractical for serious content production","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"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":"2026-05-24T12:16:33.649Z","last_scraped_at":"2026-04-05T13:23:42.551Z","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=typli","compare_url":"https://unfragile.ai/compare?artifact=typli"}},"signature":"H1oV1eLDyj01CecUSAUxX3qlm3VN2xx3zEXtBJ+5TLyKzk/Nk5JULxHc+g2hXSsJP1hkmG6FCPcVpIkPQ1FqDA==","signedAt":"2026-06-21T23:43:51.585Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/typli","artifact":"https://unfragile.ai/typli","verify":"https://unfragile.ai/api/v1/verify?slug=typli","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"}}