{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_shortlyai","slug":"shortlyai","name":"ShortlyAI","type":"product","url":"https://www.shortlyai.com","page_url":"https://unfragile.ai/shortlyai","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_shortlyai__cap_0","uri":"capability://text.generation.language.command.triggered.in.context.content.generation","name":"command-triggered in-context content generation","description":"Generates short-form content snippets (subject lines, captions, product descriptions) via a keyboard shortcut (CMD+J) that integrates directly into the user's writing environment without context switching. Uses GPT-powered language models with minimal surrounding context (typically the current paragraph or sentence) to produce coherent, immediately-usable suggestions. The implementation prioritizes low-latency generation and tight UX integration over deep contextual awareness.","intents":["I need to quickly generate 3 email subject line variations without leaving my draft","I'm stuck on how to phrase a social media caption and need instant suggestions","I want to brainstorm product description angles while writing in my editor"],"best_for":["social media managers creating daily content at scale","email marketers optimizing subject lines for campaigns","e-commerce teams writing product descriptions rapidly"],"limitations":["Context window limited to immediate surrounding text (typically <500 tokens), causing disjointed output for multi-paragraph requests","No memory of previous suggestions in same session, leading to repetitive outputs","Latency increases with longer context, making it unsuitable for real-time collaborative writing"],"requires":["Browser extension or native integration (Chrome, Safari, or web app)","Active internet connection for API calls to GPT backend","Freemium account with available monthly credits (typically 10-50 per tier)"],"input_types":["plain text (current paragraph or selection)","implicit context (document title, metadata if available)"],"output_types":["plain text suggestions (typically 1-3 variants)","unformatted content ready for copy-paste"],"categories":["text-generation-language","productivity-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortlyai__cap_1","uri":"capability://text.generation.language.writer.s.block.mitigation.via.suggestion.prompting","name":"writer's block mitigation via suggestion prompting","description":"Detects writing stalls (user inactivity or cursor pauses) and proactively generates continuation suggestions or alternative phrasings to restart creative momentum. Uses heuristics on keystroke patterns and cursor position to identify moments of hesitation, then queries the GPT backend with the current incomplete sentence/paragraph to produce 2-5 completion variants. Suggestions are presented non-intrusively (typically as a sidebar or tooltip) to avoid interrupting the writer's flow.","intents":["I've been staring at a blank paragraph for 2 minutes and need a creative jump-start","I want to see how different writers would complete this sentence","I'm struggling with tone and need alternative phrasings of what I've written"],"best_for":["content creators with chronic writer's block or perfectionism","non-native English speakers seeking phrasing alternatives","bloggers and journalists working under tight deadlines"],"limitations":["Heuristic-based detection of 'stalls' is imprecise — may trigger false positives during deliberate thinking or false negatives during fast typing with pauses","Suggestions are stateless and don't learn from user acceptance/rejection patterns within a session","No semantic understanding of tone or brand voice — suggestions may contradict established style"],"requires":["Active writing session in supported editor (web app, Chrome extension, or native client)","Minimum 20-30 characters of context (current sentence fragment) to generate meaningful suggestions","Monthly credit balance (freemium tiers: 10-50 suggestions/month)"],"input_types":["incomplete text (sentence or paragraph fragment)","implicit keystroke timing and cursor position"],"output_types":["plain text continuation suggestions (2-5 variants)","alternative phrasings of existing text"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortlyai__cap_2","uri":"capability://text.generation.language.short.form.content.template.expansion","name":"short-form content template expansion","description":"Provides pre-structured prompts and templates for common short-form content types (email subject lines, social media captions, product descriptions, ad copy) that guide GPT generation toward specific formats and tones. Users select a template, fill in a few required fields (product name, target audience, tone), and the system constructs a detailed prompt that's sent to the GPT backend, returning 3-10 variations tailored to the template structure. This approach reduces the cognitive load of prompt engineering and ensures consistent output formatting.","intents":["I need 5 LinkedIn post variations for a product launch and want them all in the same professional tone","Generate 10 Amazon product title variations that follow SEO best practices","I want email subject lines that are all under 50 characters and use power words"],"best_for":["marketing teams managing multiple content channels with brand consistency requirements","e-commerce sellers optimizing product listings across platforms","agencies producing high-volume content for multiple clients"],"limitations":["Template library is limited compared to competitors (Jasper, Copy.ai offer 100+ templates vs Shortly's ~20-30)","Templates are rigid — customization beyond provided fields requires manual prompt editing, which most freemium users cannot access","No A/B testing integration — users must manually track which variations perform best"],"requires":["Freemium or paid account with template access","Minimum 3-5 input fields (product name, audience, tone, etc.) to generate meaningful variations","Monthly credit balance (typically 1-2 credits per template expansion)"],"input_types":["structured form data (product name, target audience, tone, platform)","optional: existing copy to rephrase"],"output_types":["plain text variations (3-10 options)","formatted for specific platform (character limits, hashtag suggestions if applicable)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortlyai__cap_3","uri":"capability://text.generation.language.multi.variant.batch.generation.with.credit.based.rate.limiting","name":"multi-variant batch generation with credit-based rate limiting","description":"Generates multiple content variations (typically 3-10) in a single request, with each variant consuming one credit from the user's monthly allowance. The system batches requests to the GPT backend and returns all variations simultaneously, allowing users to compare options without multiple API round-trips. Credit consumption is tracked per-request and enforced at the account level, with freemium tiers receiving 10-50 credits/month and premium tiers receiving higher allowances or unlimited access.","intents":["I need to generate 5 subject line options and want to see them all at once before choosing","Show me 10 different ways to phrase this product benefit for A/B testing","Generate multiple caption variations so I can pick the best one for my audience"],"best_for":["content creators who need rapid iteration and comparison","marketers running A/B tests and needing multiple variants quickly","budget-conscious users who want to maximize value per credit"],"limitations":["Credit-based model creates artificial scarcity — users may self-censor requests or feel pressured to upgrade, limiting exploration","No credit rollover between months — unused credits expire, incentivizing wasteful usage at month-end","Batch generation returns all variants simultaneously without streaming, causing UI blocking for 2-5 seconds on slower connections"],"requires":["Active account with available monthly credits","Freemium tier: 10-50 credits/month (typically 1 credit per 3-5 variations)","Premium tier: 500-2000 credits/month or unlimited","Minimum 20 characters of input context"],"input_types":["plain text prompt or template-based form data","variant count parameter (typically 3-10)"],"output_types":["array of plain text variations","each variant numbered and ready for copy-paste"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortlyai__cap_4","uri":"capability://text.generation.language.context.limited.paragraph.level.content.continuation","name":"context-limited paragraph-level content continuation","description":"Extends incomplete paragraphs or articles by generating the next 1-3 sentences based on the current paragraph's context, using a sliding window of ~200-500 tokens to maintain local coherence. The system analyzes the tone, topic, and writing style of the current paragraph, then queries GPT to produce continuations that match the established voice. This approach prioritizes local coherence over global document structure, making it suitable for short-form content but problematic for long-form articles.","intents":["I've written the opening paragraph of a blog post and want the system to suggest how to continue","I'm writing an email and need help finishing the current thought","Generate the next few sentences of this product description to maintain consistency"],"best_for":["bloggers writing short-form articles (500-1000 words)","email writers needing paragraph-level continuations","product description writers maintaining consistent voice"],"limitations":["Context window of 200-500 tokens means continuations lose coherence after 2-3 sentences, requiring manual stitching for longer passages","No document-level memory — each continuation is generated independently, leading to repetitive ideas or contradictions across multiple continuations","Tone/style matching is heuristic-based and often fails for specialized domains (technical writing, legal copy, academic prose)","Cannot maintain narrative arc or argument structure across multiple paragraph continuations"],"requires":["Minimum 50-100 characters of context (current paragraph)","Active writing session in supported editor","Monthly credit balance (typically 1-2 credits per continuation)"],"input_types":["plain text (current paragraph, 50-500 characters)","implicit: document title or metadata if available"],"output_types":["plain text continuation (1-3 sentences, typically 50-150 characters)","unformatted, ready for insertion"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_shortlyai__cap_5","uri":"capability://text.generation.language.tone.and.style.adaptation.for.content.variants","name":"tone and style adaptation for content variants","description":"Generates content variations in different tones (professional, casual, humorous, urgent, etc.) or writing styles (conversational, formal, technical) by injecting tone/style parameters into the GPT prompt. Users select a base tone from a predefined list (typically 5-10 options) and the system reconstructs the same content in that tone, maintaining semantic meaning while shifting linguistic register. This is implemented as a simple prompt-engineering wrapper rather than fine-tuned models, making it lightweight but sometimes inconsistent.","intents":["Rewrite this email subject line in a more casual, friendly tone for Gen Z audience","Generate the same product description in both professional and conversational styles","I need this social media caption in 3 different tones: urgent, playful, and authoritative"],"best_for":["marketing teams testing tone variations for audience segments","content creators adapting messaging for different platforms (LinkedIn vs TikTok)","non-native English speakers learning how tone shifts phrasing"],"limitations":["Tone adaptation is prompt-based, not model-based — consistency is unreliable, especially for subtle tones (sarcasm, irony, understatement)","Limited tone vocabulary (typically 5-10 predefined options) — custom tones require manual prompt editing","Semantic meaning is not always preserved across tone shifts — urgent tone may add false urgency, casual tone may lose important details","No feedback loop — system doesn't learn which tone variations users prefer"],"requires":["Base content (20+ characters)","Selection of target tone from predefined list","Monthly credit balance (typically 1 credit per tone variation)"],"input_types":["plain text (existing content to restyle)","tone parameter (selected from dropdown: professional, casual, humorous, urgent, etc.)"],"output_types":["plain text in selected tone","same semantic content, different linguistic register"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Browser extension or native integration (Chrome, Safari, or web app)","Active internet connection for API calls to GPT backend","Freemium account with available monthly credits (typically 10-50 per tier)","Active writing session in supported editor (web app, Chrome extension, or native client)","Minimum 20-30 characters of context (current sentence fragment) to generate meaningful suggestions","Monthly credit balance (freemium tiers: 10-50 suggestions/month)","Freemium or paid account with template access","Minimum 3-5 input fields (product name, audience, tone, etc.) to generate meaningful variations","Monthly credit balance (typically 1-2 credits per template expansion)","Active account with available monthly credits"],"failure_modes":["Context window limited to immediate surrounding text (typically <500 tokens), causing disjointed output for multi-paragraph requests","No memory of previous suggestions in same session, leading to repetitive outputs","Latency increases with longer context, making it unsuitable for real-time collaborative writing","Heuristic-based detection of 'stalls' is imprecise — may trigger false positives during deliberate thinking or false negatives during fast typing with pauses","Suggestions are stateless and don't learn from user acceptance/rejection patterns within a session","No semantic understanding of tone or brand voice — suggestions may contradict established style","Template library is limited compared to competitors (Jasper, Copy.ai offer 100+ templates vs Shortly's ~20-30)","Templates are rigid — customization beyond provided fields requires manual prompt editing, which most freemium users cannot access","No A/B testing integration — users must manually track which variations perform best","Credit-based model creates artificial scarcity — users may self-censor requests or feel pressured to upgrade, limiting exploration","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.25,"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":"2026-05-24T12:16:33.096Z","last_scraped_at":"2026-04-05T13:23:42.559Z","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=shortlyai","compare_url":"https://unfragile.ai/compare?artifact=shortlyai"}},"signature":"YNG3CKtvofUc5al/Hlo4dkR6DSJ6IYkOGIpbbTcroU527d8gGUuqXnJtTYXI/W+RvbLgvCjCrxHNSCclMYxsBA==","signedAt":"2026-06-22T02:48:50.863Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/shortlyai","artifact":"https://unfragile.ai/shortlyai","verify":"https://unfragile.ai/api/v1/verify?slug=shortlyai","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"}}