{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_iask-ai","slug":"iask-ai","name":"iAsk.AI","type":"product","url":"https://iask.ai","page_url":"https://unfragile.ai/iask-ai","categories":["research-search"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_iask-ai__cap_0","uri":"capability://search.retrieval.llm.synthesized.answer.generation.from.web.sources","name":"llm-synthesized answer generation from web sources","description":"Processes user queries through a large language model that retrieves and synthesizes information from web sources into coherent, direct answers without requiring users to visit multiple links. The system likely implements a retrieval-augmented generation (RAG) pipeline that fetches relevant web documents, extracts key information, and generates a unified response. This eliminates the traditional search engine paradigm of returning ranked links in favor of pre-synthesized answers.","intents":["Get a direct answer to a complex multi-part question without visiting 5+ websites","Understand a topic quickly without reading through search result snippets","Find factual information synthesized from multiple sources in one response"],"best_for":["Students needing quick research summaries for assignments","Professionals seeking rapid competitive intelligence or market research","General users prioritizing speed over source verification"],"limitations":["No transparent citation mapping — users cannot trace which sources contributed to which parts of the answer","Hallucination risk inherent to LLM synthesis; no built-in fact-checking layer visible","Answer quality degrades on highly specialized or recent topics where web indexing lags","No ability to specify date ranges or source types (academic vs news vs blogs)"],"requires":["Active internet connection for web retrieval","JavaScript-enabled browser for dynamic answer streaming","No API key required for free tier"],"input_types":["natural language text queries","multi-part questions with implicit context"],"output_types":["synthesized text answer","streaming response format"],"categories":["search-retrieval","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_iask-ai__cap_1","uri":"capability://text.generation.language.conversational.multi.turn.query.refinement","name":"conversational multi-turn query refinement","description":"Maintains conversation context across multiple turns to allow users to ask follow-up questions, clarifications, and refinements without re-stating their original query. The system implements a session-based context window that preserves prior questions and answers, enabling the LLM to understand implicit references and build on previous responses. This differs from stateless search engines that treat each query independently.","intents":["Ask a follow-up question that references the previous answer without repeating context","Refine or narrow a previous answer based on new constraints","Explore a topic progressively through iterative questioning"],"best_for":["Researchers conducting exploratory investigations with evolving questions","Students working through complex topics that require iterative understanding","Users who prefer conversational interaction over single-query-single-answer workflows"],"limitations":["Context window size not disclosed — unclear how many turns of history are retained before older context is dropped","No explicit conversation management (branching, saving, organizing multiple threads)","Context accumulation may introduce drift or inconsistency over very long conversations"],"requires":["Stateful session management (cookies or account-based storage)","Browser support for session persistence across page reloads"],"input_types":["natural language follow-up questions","implicit references to prior context"],"output_types":["contextually-aware text responses","answers that reference or build on prior turns"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_iask-ai__cap_2","uri":"capability://text.generation.language.writing.assistance.and.text.refinement","name":"writing assistance and text refinement","description":"Accepts user-provided text (essays, emails, articles, etc.) and applies LLM-based transformations to improve clarity, grammar, tone, and structure. The system likely implements prompt templates that instruct the LLM to perform specific writing tasks (grammar correction, tone adjustment, summarization, expansion) while preserving the original meaning. This operates as a writing co-pilot rather than a search tool.","intents":["Fix grammar and spelling errors in a draft without manual proofreading","Adjust the tone of writing (formal to casual, passive to active, etc.)","Expand or condense text to meet length requirements","Improve clarity and readability of technical or complex writing"],"best_for":["Students refining essays and assignments","Non-native English speakers seeking writing improvement","Professionals polishing emails, reports, and documentation","Content creators iterating on drafts"],"limitations":["No version control or diff view — users cannot easily see what changed between original and refined text","Risk of over-generalization or tone loss if LLM applies broad transformations","No domain-specific writing rules (academic citation style, technical documentation standards, etc.)","Limited control over transformation intensity or specific aspects to modify"],"requires":["Text input capability (copy-paste or text area)","No specialized software or plugins required"],"input_types":["plain text","multi-paragraph documents","email drafts"],"output_types":["refined text","alternative phrasings"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_iask-ai__cap_3","uri":"capability://text.generation.language.free.tier.conversational.ai.access.without.authentication","name":"free-tier conversational ai access without authentication","description":"Provides full access to LLM-powered question answering and writing assistance without requiring account creation, login, or payment. The system implements a stateless or minimally-stateful architecture for anonymous users, likely using browser-based session tokens or IP-based rate limiting rather than user-based quotas. This lowers the barrier to entry compared to freemium models that require signup.","intents":["Access AI-powered research tools immediately without signup friction","Test the platform's capabilities before committing to an account","Use the tool for one-off queries without managing account credentials"],"best_for":["Budget-conscious students and researchers","Users skeptical of AI tools who want to try before committing","Casual users with infrequent research needs","Regions with limited payment infrastructure"],"limitations":["No conversation persistence across sessions — anonymous users lose chat history on logout","Likely subject to rate limiting or usage quotas (not disclosed) to prevent abuse","No personalization or saved preferences without account creation","Unclear data retention policy for anonymous queries"],"requires":["No API key or authentication credentials","Web browser with JavaScript enabled","No account creation required"],"input_types":["natural language queries"],"output_types":["synthesized answers","refined text"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_iask-ai__cap_4","uri":"capability://text.generation.language.distraction.free.conversational.interface","name":"distraction-free conversational interface","description":"Presents a minimal, ad-free UI focused exclusively on the conversation between user and AI, removing typical web clutter (ads, sidebars, recommendations, trending topics). The interface likely implements a single-column chat layout with minimal navigation, prioritizing content over discovery. This is a deliberate UX choice that contrasts with search engines that monetize through ad placement.","intents":["Focus on research without distraction from ads or unrelated content","Enjoy a cleaner, faster-loading interface compared to ad-heavy search engines","Maintain privacy perception by avoiding ad-tracking infrastructure"],"best_for":["Users frustrated with ad-laden search engines","Students and researchers needing distraction-free environments","Users in regions with aggressive ad targeting","Privacy-conscious users avoiding ad-tech tracking"],"limitations":["Minimal feature discoverability — users may not find advanced capabilities without explicit documentation","No personalized recommendations or trending topics to surface relevant content","Limited monetization options without ads, potentially affecting long-term sustainability","No integration with other services (email, calendar, etc.) that might add utility"],"requires":["Modern web browser","No special plugins or extensions"],"input_types":["natural language text"],"output_types":["conversational text responses"],"categories":["text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_iask-ai__cap_5","uri":"capability://search.retrieval.real.time.web.search.integration.with.answer.synthesis","name":"real-time web search integration with answer synthesis","description":"Executes live web searches in response to user queries and feeds the results into an LLM that synthesizes a coherent answer. The system likely implements a search API integration (Google Custom Search, Bing Search API, or proprietary crawler) that retrieves current web documents, extracts relevant passages, and passes them to the LLM with instructions to synthesize an answer. This ensures answers reflect current information rather than training data cutoffs.","intents":["Get answers about recent events or news that postdate LLM training data","Research current prices, availability, or status of products/services","Find up-to-date information on rapidly evolving topics (technology, markets, etc.)"],"best_for":["Users researching time-sensitive topics","Professionals needing current market or competitive intelligence","Students working on current events assignments","Anyone requiring answers beyond LLM training data cutoff"],"limitations":["Search result quality depends on underlying search API — no control over which sources are indexed","Latency overhead from real-time search (typically 2-5 seconds per query) vs. pure LLM inference","No source ranking or credibility filtering — LLM may synthesize from low-quality or unreliable sources equally","Search API costs may limit query volume or result freshness on free tier"],"requires":["Active internet connection","Search API access (may be rate-limited on free tier)","Sufficient latency tolerance for real-time search overhead"],"input_types":["natural language queries","implicit temporal context (e.g., 'latest', 'current')"],"output_types":["synthesized answers with current information","implicit source references (not explicitly cited)"],"categories":["search-retrieval","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Active internet connection for web retrieval","JavaScript-enabled browser for dynamic answer streaming","No API key required for free tier","Stateful session management (cookies or account-based storage)","Browser support for session persistence across page reloads","Text input capability (copy-paste or text area)","No specialized software or plugins required","No API key or authentication credentials","Web browser with JavaScript enabled","No account creation required"],"failure_modes":["No transparent citation mapping — users cannot trace which sources contributed to which parts of the answer","Hallucination risk inherent to LLM synthesis; no built-in fact-checking layer visible","Answer quality degrades on highly specialized or recent topics where web indexing lags","No ability to specify date ranges or source types (academic vs news vs blogs)","Context window size not disclosed — unclear how many turns of history are retained before older context is dropped","No explicit conversation management (branching, saving, organizing multiple threads)","Context accumulation may introduce drift or inconsistency over very long conversations","No version control or diff view — users cannot easily see what changed between original and refined text","Risk of over-generalization or tone loss if LLM applies broad transformations","No domain-specific writing rules (academic citation style, technical documentation standards, etc.)","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":"2026-05-24T12:16:31.445Z","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=iask-ai","compare_url":"https://unfragile.ai/compare?artifact=iask-ai"}},"signature":"4GgxR/nitCAjkVxpNePQ0kxqq8bUlAsVFXitMjozODpxMMmd6fWXSN35G+sXJoBDX2bWNKl35OMMYyc5MzTGAQ==","signedAt":"2026-06-23T03:30:33.995Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/iask-ai","artifact":"https://unfragile.ai/iask-ai","verify":"https://unfragile.ai/api/v1/verify?slug=iask-ai","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"}}