{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_microsoft-bing","slug":"microsoft-bing","name":"Microsoft Bing","type":"webapp","url":"https://www.bing.com","page_url":"https://unfragile.ai/microsoft-bing","categories":["research-search"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_microsoft-bing__cap_0","uri":"capability://search.conversational.web.search.with.cited.sources","name":"conversational web search with cited sources","description":"Enables natural language queries that return web results with explicit source citations, allowing users to ask follow-up questions and receive contextual answers rather than just keyword-matched links. Powered by GPT-4 integration for understanding complex queries.","intents":["I want to ask a question naturally instead of typing keywords","I need search results that explain the answer, not just list pages","I want to verify where information comes from with citations","I want to ask follow-up questions without new searches"],"best_for":["researchers","students","professionals doing complex research","users wanting transparent sources"],"limitations":["occasional hallucinations despite real-time access","may provide outdated information in edge cases","conversational context limited to current session"],"requires":["internet connection","Bing account (optional for basic use)"],"input_types":["natural language text queries"],"output_types":["text with embedded citations","source URLs","structured answers"],"categories":["search","research","chatbot"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_microsoft-bing__cap_1","uri":"capability://search.real.time.news.and.current.events.search","name":"real-time news and current events search","description":"Retrieves up-to-date news articles, breaking stories, and current event information integrated directly into search results. Provides fresher information than ChatGPT's free tier which lacks real-time web access.","intents":["I need to find the latest news on a topic","I want current information, not outdated results","I need to know what's happening right now in the world","I want news sources alongside regular search results"],"best_for":["journalists","news researchers","professionals needing current information","anyone tracking breaking stories"],"limitations":["news freshness depends on indexing speed","may prioritize major outlets over niche sources"],"requires":["internet connection","Bing account"],"input_types":["natural language text queries"],"output_types":["news articles","timestamps","source attribution","article snippets"],"categories":["search","research","news"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_microsoft-bing__cap_2","uri":"capability://image.generation.dall.e.3.image.generation","name":"dall-e 3 image generation","description":"Generates original images from text descriptions using DALL-E 3 without requiring a separate subscription or tool. Integrated directly into Bing search experience for seamless creative workflows.","intents":["I need to create an image for a project without paying for a tool","I want to generate visual content based on a description","I need multiple image variations quickly","I want image generation without leaving my search interface"],"best_for":["content creators","designers","marketers","students","anyone needing quick visual assets"],"limitations":["subject to content policy restrictions","generation quality varies with prompt specificity","may have usage limits or queue times during peak usage"],"requires":["Bing account","internet connection","Microsoft account for some features"],"input_types":["text descriptions"],"output_types":["PNG images","multiple variations per prompt"],"categories":["image-generation","creative","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_microsoft-bing__cap_3","uri":"capability://search.multimedia.search.results.aggregation","name":"multimedia search results aggregation","description":"Combines images, videos, news, and web pages in a single unified search result view, allowing users to quickly find different content types without separate searches. Results are personalized based on search history and preferences.","intents":["I need to find images, videos, and articles all about one topic","I want results organized by content type","I need visual and textual information together","I want personalized results based on my interests"],"best_for":["researchers needing diverse content types","content creators","students","visual learners"],"limitations":["UI can feel cluttered with many content types","personalization requires search history","relevance ranking may vary across content types"],"requires":["internet connection","optional: Bing account for personalization"],"input_types":["text queries"],"output_types":["images","videos","articles","web pages","news items"],"categories":["search","research","multimedia"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_microsoft-bing__cap_4","uri":"capability://productivity.microsoft.rewards.points.earning","name":"microsoft rewards points earning","description":"Accumulates points for search activity that can be redeemed for Microsoft account credits, gift cards, or other rewards. Incentivizes regular Bing usage with tangible benefits.","intents":["I want to earn rewards just by searching normally","I'd like to get free credits for Microsoft services","I want to redeem my search activity for gift cards","I want to maximize value from my daily browsing"],"best_for":["Microsoft ecosystem users","budget-conscious users","regular searchers","Windows/Edge users"],"limitations":["points accumulation is slow for casual users","redemption options limited compared to other loyalty programs","requires Microsoft account"],"requires":["Microsoft account","Bing account linked to Microsoft account","regular search activity"],"input_types":["search queries (automatic tracking)"],"output_types":["reward points","redeemable credits"],"categories":["productivity","loyalty"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_microsoft-bing__cap_5","uri":"capability://productivity.windows.and.edge.browser.integration","name":"windows and edge browser integration","description":"Seamlessly integrates with Windows OS and Microsoft Edge browser, providing quick access to Bing features from the address bar, sidebar, and system search. Optimized for users already in the Microsoft ecosystem.","intents":["I want to search without leaving my browser","I want Bing integrated into my Windows experience","I want quick access to search from my taskbar","I want my search history synced across devices"],"best_for":["Windows users","Edge browser users","Microsoft ecosystem users","users wanting deep OS integration"],"limitations":["limited functionality on non-Microsoft browsers","requires Windows or Edge to fully leverage","less useful for Mac/Linux users"],"requires":["Windows OS or Microsoft Edge browser","Microsoft account for sync"],"input_types":["text queries from address bar or system search"],"output_types":["search results","suggestions","integrated answers"],"categories":["productivity","integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_microsoft-bing__cap_6","uri":"capability://search.personalized.search.result.ranking","name":"personalized search result ranking","description":"Customizes search result order and relevance based on user's search history, preferences, and behavior patterns. Learns from interactions to improve future result quality.","intents":["I want results tailored to my interests and past searches","I want the most relevant results for my specific needs","I want to see results from sources I trust","I want results that match my expertise level"],"best_for":["regular Bing users","users with specific research interests","professionals in niche fields"],"limitations":["requires search history to be effective","may create filter bubbles limiting diverse perspectives","privacy trade-off for personalization"],"requires":["Bing account","search history enabled","cookies/tracking enabled"],"input_types":["text queries","implicit user behavior data"],"output_types":["ranked search results","personalized suggestions"],"categories":["search","personalization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_microsoft-bing__cap_7","uri":"capability://search.visual.search.from.images","name":"visual search from images","description":"Allows users to upload or paste images to find similar images, identify objects, or get information about what's in the image. Uses computer vision to understand image content.","intents":["I want to find where an image came from","I want to find similar images online","I want to identify what's in a photo","I want to find products similar to one in an image"],"best_for":["visual researchers","product shoppers","photographers","anyone with image-based queries"],"limitations":["accuracy depends on image quality and clarity","may struggle with abstract or artistic images","product identification limited to common items"],"requires":["image file or URL","internet connection"],"input_types":["image files","image URLs","pasted images"],"output_types":["similar images","object identification","product matches","source information"],"categories":["search","image-recognition"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_microsoft-bing__cap_8","uri":"capability://search.safe.search.and.content.filtering","name":"safe search and content filtering","description":"Filters search results based on content maturity levels and user-defined safety preferences. Helps protect against inappropriate content while allowing customization of filtering strictness.","intents":["I want to filter out adult content from my results","I want to make search safe for children","I want to customize what types of content I see","I want to avoid certain content categories"],"best_for":["parents","educators","organizations","users wanting content control"],"limitations":["filtering not 100% accurate","may block some legitimate content","requires manual configuration"],"requires":["Bing account for persistent settings"],"input_types":["filter preference settings"],"output_types":["filtered search results"],"categories":["search","safety"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_microsoft-bing__cap_9","uri":"capability://search.search.suggestions.and.autocomplete","name":"search suggestions and autocomplete","description":"Provides intelligent query suggestions and autocomplete as users type, based on popular searches, personal history, and trending topics. Helps users refine queries and discover related searches.","intents":["I want suggestions as I type to save time","I want to see what other people are searching for","I want to discover related topics","I want to refine my search query"],"best_for":["all users","users wanting faster search","exploratory researchers"],"limitations":["suggestions based on aggregate data may not match individual needs","trending suggestions may be biased toward popular topics"],"requires":["internet connection"],"input_types":["partial text queries"],"output_types":["suggested queries","trending searches","related topics"],"categories":["search","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_microsoft-bing__headline","uri":"capability://search.retrieval.ai.powered.search.engine.with.multimedia.results","name":"ai-powered search engine with multimedia results","description":"Microsoft Bing is an AI-enhanced search engine that offers precision searches with personalized, multimedia-rich results, making it ideal for researchers and creators seeking comprehensive information and creative content.","intents":["best AI search engine","AI search engine for research","multimedia search tool for creators","conversational search engine alternatives","free AI search engine with image generation"],"best_for":["Researchers","Creators","Microsoft ecosystem users"],"limitations":["Occasional hallucinations","Cluttered UI"],"requires":[],"input_types":["Text-based queries"],"output_types":["Search results, images, videos"],"categories":["search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":48,"verified":false,"data_access_risk":"low","permissions":["internet connection","Bing account (optional for basic use)","Bing account","Microsoft account for some features","optional: Bing account for personalization","Microsoft account","Bing account linked to Microsoft account","regular search activity","Windows OS or Microsoft Edge browser","Microsoft account for sync"],"failure_modes":["occasional hallucinations despite real-time access","may provide outdated information in edge cases","conversational context limited to current session","news freshness depends on indexing speed","may prioritize major outlets over niche sources","subject to content policy restrictions","generation quality varies with prompt specificity","may have usage limits or queue times during peak usage","UI can feel cluttered with many content types","personalization requires search history","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.43333333333333335,"quality":0.86,"ecosystem":0.30000000000000004,"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":"2026-05-24T12:16:31.858Z","last_scraped_at":"2026-04-05T13:23:42.536Z","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=microsoft-bing","compare_url":"https://unfragile.ai/compare?artifact=microsoft-bing"}},"signature":"wBTO1HmBRoVQQsonf1eEL0VkpQS1wS/evNxAoiZvA3AMOixF6egj6IUCCvquA8/xmQEJP9HLy3HkLw+4OOiSAw==","signedAt":"2026-06-22T21:14:41.528Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/microsoft-bing","artifact":"https://unfragile.ai/microsoft-bing","verify":"https://unfragile.ai/api/v1/verify?slug=microsoft-bing","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"}}