{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_bookabout","slug":"bookabout","name":"Bookabout","type":"product","url":"https://bookabout.io","page_url":"https://unfragile.ai/bookabout","categories":["research-search"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_bookabout__cap_0","uri":"capability://search.personalized.book.recommendation.generation","name":"personalized-book-recommendation-generation","description":"Analyzes user reading history and preferences to generate AI-powered book recommendations tailored to individual taste. Goes beyond genre matching to understand narrative style, thematic preferences, and reading patterns.","intents":["I want book suggestions based on what I've already read and enjoyed","I'm tired of generic genre-based recommendations and want something more nuanced","I want to discover books that match my specific narrative and thematic preferences"],"best_for":["avid readers seeking discovery","readers stuck in recommendation ruts","users who want AI-driven suggestions without social features"],"limitations":["Requires manual input of reading history rather than automatic platform integration","Recommendation quality depends on accuracy and completeness of user-provided reading data","Limited to books within AI training data scope"],"requires":["user reading history input","user preference information","access to book database"],"input_types":["text (book titles)","text (author names)","user preferences (narrative style, themes)"],"output_types":["text (book recommendations)","text (recommendation explanations)"],"categories":["search","recommendation","discovery"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bookabout__cap_1","uri":"capability://productivity.reading.history.input.and.storage","name":"reading-history-input-and-storage","description":"Allows users to manually input and store their reading history including books read, authors, and reading preferences. Serves as the foundation data for generating personalized recommendations.","intents":["I want to keep track of books I've read","I need to build a profile of my reading preferences for better recommendations","I want to maintain my reading history in one place"],"best_for":["users building their reading profile","readers without Goodreads or other platform accounts","users who prefer a dedicated reading discovery tool"],"limitations":["Manual input is time-consuming compared to platform integrations","No automatic sync with external reading platforms like Goodreads","Free tier lacks export or backup features"],"requires":["user account","manual data entry"],"input_types":["text (book titles)","text (author names)","user preferences"],"output_types":["structured user profile","reading history data"],"categories":["productivity","data-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bookabout__cap_2","uri":"capability://search.contextual.book.discovery","name":"contextual-book-discovery","description":"Moves beyond simple genre categorization to understand and match books based on narrative style, thematic elements, and literary qualities. Provides discovery that accounts for nuanced reading preferences.","intents":["I want to find books similar to ones I love but with different themes","I'm looking for books with a specific narrative style or tone","I want recommendations that understand the deeper elements of what I enjoy reading"],"best_for":["sophisticated readers with nuanced preferences","readers who value literary quality and style","users seeking discovery beyond genre boundaries"],"limitations":["Contextual matching quality depends on AI model accuracy","May miss niche or very recent publications","Requires sufficient reading history for accurate pattern matching"],"requires":["user reading history","AI language model","book metadata database"],"input_types":["text (book preferences)","text (narrative style preferences)","text (thematic interests)"],"output_types":["ranked book recommendations","explanation of recommendation rationale"],"categories":["search","recommendation","AI"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bookabout__cap_3","uri":"capability://user.experience.distraction.free.recommendation.interface","name":"distraction-free-recommendation-interface","description":"Provides a clean, focused user interface dedicated solely to book discovery without social features, gamification, or monetization distractions. Prioritizes usability and recommendation clarity.","intents":["I want to find books without dealing with social media noise","I prefer a simple, straightforward interface for book discovery","I want to focus on recommendations without ads or engagement mechanics"],"best_for":["users fatigued by social reading platforms","readers who value simplicity and focus","users seeking pure discovery without community features"],"limitations":["No social sharing or community features","Limited collaborative filtering from other users","No reading list organization tools in free tier"],"requires":["web interface","user account"],"input_types":["user interactions (clicks, selections)"],"output_types":["visual interface","recommendation display"],"categories":["user-experience","interface-design"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_bookabout__cap_4","uri":"capability://pricing.free.tier.recommendation.access","name":"free-tier-recommendation-access","description":"Provides core book recommendation functionality at no cost, removing financial barriers to entry for casual readers exploring AI-powered discovery. Enables free access to personalized suggestions without payment.","intents":["I want to try AI book recommendations without paying","I'm curious about personalized discovery but don't want to commit financially","I want free access to core recommendation features"],"best_for":["casual readers exploring recommendations","budget-conscious users","users testing the service before potential upgrade"],"limitations":["Free tier lacks export and reading list organization features","May have limits on number of recommendations per session","No premium features or advanced filtering available"],"requires":["user account creation","no payment method"],"input_types":["user reading history"],"output_types":["book recommendations","recommendation explanations"],"categories":["pricing","accessibility"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"high","permissions":["user reading history input","user preference information","access to book database","user account","manual data entry","user reading history","AI language model","book metadata database","web interface","user account creation"],"failure_modes":["Requires manual input of reading history rather than automatic platform integration","Recommendation quality depends on accuracy and completeness of user-provided reading data","Limited to books within AI training data scope","Manual input is time-consuming compared to platform integrations","No automatic sync with external reading platforms like Goodreads","Free tier lacks export or backup features","Contextual matching quality depends on AI model accuracy","May miss niche or very recent publications","Requires sufficient reading history for accurate pattern matching","No social sharing or community features","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"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":"2026-05-24T12:16:29.715Z","last_scraped_at":"2026-04-05T13:23:42.549Z","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=bookabout","compare_url":"https://unfragile.ai/compare?artifact=bookabout"}},"signature":"ln2G6ICACOCPEXj9QarvLr/wr9snDAKzeLK27ReKNUl8NB8XOdjYggBJCmpQZaZ390nO3trMPPUpAVWnsG/jDQ==","signedAt":"2026-06-22T13:08:11.540Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/bookabout","artifact":"https://unfragile.ai/bookabout","verify":"https://unfragile.ai/api/v1/verify?slug=bookabout","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"}}