{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_journeai","slug":"journeai","name":"JourneAI","type":"product","url":"https://journeai.com","page_url":"https://unfragile.ai/journeai","categories":["app-builders"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_journeai__cap_0","uri":"capability://text.generation.language.preference.driven.itinerary.generation","name":"preference-driven itinerary generation","description":"Generates multi-day travel itineraries by processing user inputs (destination, duration, budget, travel style, interests) through a generative AI model that synthesizes activity recommendations, accommodation suggestions, and day-by-day schedules. The system likely uses prompt engineering or fine-tuned language models to map user preferences to structured itinerary outputs, producing customized plans that adapt pacing and activity density based on stated constraints rather than applying generic templates.","intents":["I need a 5-day itinerary for Tokyo that fits my $2000 budget and focuses on food experiences","Generate a family-friendly trip plan for Barcelona that avoids peak tourist crowds","Create a backpacker's route through Southeast Asia optimized for budget accommodation and local transport"],"best_for":["Budget-conscious travelers seeking rapid itinerary frameworks","Spontaneous planners who need starting points without extensive research","Solo travelers and small groups with flexible, non-specialized travel needs"],"limitations":["AI may miss seasonal weather patterns, local holidays, or cultural events that affect travel quality","No real-time integration with booking availability or pricing—recommendations may be outdated or unavailable","Lacks context on visa requirements, entry restrictions, or safety advisories that change frequently","Cannot account for niche interests or highly specialized travel needs (e.g., birding hotspots, archaeological sites)"],"requires":["User account with JourneAI","Destination name or region identifier","Budget range in USD or local currency","Travel dates or duration in days"],"input_types":["text (destination, preferences, interests, budget)","structured data (travel dates, group size, accessibility needs)"],"output_types":["structured itinerary (day-by-day activities, times, locations)","text (activity descriptions, recommendations, tips)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_journeai__cap_1","uri":"capability://data.processing.analysis.budget.constrained.activity.recommendation","name":"budget-constrained activity recommendation","description":"Filters and ranks travel activities, accommodations, and dining options based on user-specified budget constraints, applying cost-awareness logic to ensure recommendations stay within stated spending limits. The system likely maintains or accesses a knowledge base of activity price ranges and uses filtering/ranking algorithms to prioritize value-for-money options, though without real-time pricing data, recommendations may diverge from current market rates.","intents":["Show me free or low-cost attractions in Paris that fit my $30/day activity budget","Recommend affordable local restaurants and street food in Bangkok under $5 per meal","Find budget accommodation options that don't sacrifice cleanliness or safety in a given city"],"best_for":["Backpackers and budget travelers with strict daily spending limits","Travelers planning multi-week trips who need cost optimization","Non-affluent travelers seeking value without sacrificing experience quality"],"limitations":["Pricing data is static or cached—does not reflect real-time inflation, seasonal surges, or exchange rate fluctuations","Cannot verify current operating hours, closures, or temporary price changes for specific venues","May recommend activities that have become tourist traps or lost authenticity due to popularity","No integration with discount codes, group rates, or special promotions"],"requires":["Budget amount in USD or local currency","Destination city or region","Activity category preferences (dining, attractions, accommodation, transport)"],"input_types":["text (budget amount, activity type)","structured data (daily budget, total trip budget, spending category)"],"output_types":["ranked list of activities with estimated costs","text descriptions of budget options with value justification"],"categories":["data-processing-analysis","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_journeai__cap_10","uri":"capability://automation.workflow.free.itinerary.generation.and.access","name":"free itinerary generation and access","description":"Provides completely free access to AI-powered itinerary generation without subscription fees, paywalls, or premium tiers, removing financial barriers to AI-assisted travel planning. The system monetizes through alternative means (likely advertising, data collection, or future premium features) rather than charging users directly for itinerary generation.","intents":["I want to use AI for travel planning but can't afford premium travel planning services or subscriptions","Generate multiple itinerary variations for free to compare different trip options","Access AI-powered travel planning without committing to a paid subscription"],"best_for":["Budget-conscious travelers who cannot afford premium travel planning services","Users exploring AI-powered travel planning before committing to paid tools","Travelers generating multiple itinerary variations for comparison"],"limitations":["Free access may be limited by rate limiting, usage quotas, or feature restrictions","No guaranteed support or customer service for free users","Monetization through advertising or data collection may affect user experience or privacy","Free tier may be discontinued or converted to paid model in the future"],"requires":["User account with JourneAI (may require email signup)","Internet connection","No payment method required"],"input_types":["text (destination, preferences)","structured data (travel dates, budget)"],"output_types":["complete itinerary recommendations","activity suggestions and schedules"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_journeai__cap_2","uri":"capability://planning.reasoning.travel.style.personalization.engine","name":"travel-style personalization engine","description":"Adapts itinerary recommendations based on user-selected travel style profiles (e.g., luxury, adventure, cultural, relaxation, family-oriented) by weighting activity suggestions, pacing, and accommodation types toward matching preferences. The system likely uses classification or preference-matching logic to map style profiles to activity attributes, then ranks recommendations accordingly, producing itineraries that feel cohesive rather than randomly assembled.","intents":["I want an adventure-focused trip with hiking, water sports, and outdoor activities—adjust the itinerary accordingly","Create a cultural immersion itinerary that prioritizes museums, historical sites, and local interactions over tourist attractions","Generate a relaxation-focused itinerary with spa days, beach time, and minimal daily activity density"],"best_for":["Travelers with distinct travel philosophies who want recommendations aligned to their style","Families seeking age-appropriate, family-friendly activity recommendations","Adventure and niche travelers (digital nomads, luxury seekers, cultural enthusiasts)"],"limitations":["Style profiles are broad categories—cannot capture nuanced preferences within a style (e.g., 'adventure' could mean rock climbing or kayaking, not both)","No learning from past trips—personalization resets with each new itinerary request","May over-weight style preferences and miss important practical constraints (e.g., physical accessibility, dietary restrictions)","Cannot adapt in real-time as user preferences evolve during the trip"],"requires":["User selection of travel style from predefined categories","Destination and travel dates","Optional: additional preference refinements (pace, activity density, group composition)"],"input_types":["text (travel style selection, additional preferences)","structured data (style category, pace preference, activity density)"],"output_types":["personalized itinerary with style-aligned activities","text descriptions emphasizing style-relevant aspects of recommendations"],"categories":["planning-reasoning","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_journeai__cap_3","uri":"capability://planning.reasoning.multi.day.itinerary.structuring.and.pacing","name":"multi-day itinerary structuring and pacing","description":"Organizes activities into a day-by-day schedule that balances activity density, travel time between locations, and rest periods based on trip duration and user preferences. The system likely uses scheduling algorithms or heuristic logic to sequence activities geographically (minimizing backtracking), temporally (grouping nearby activities), and by intensity (alternating high-activity and rest days), producing coherent daily plans rather than unordered activity lists.","intents":["Create a 7-day itinerary that doesn't require me to move hotels every day or spend hours commuting between activities","Design a trip where I have one high-intensity sightseeing day followed by a relaxation day to avoid burnout","Generate a route through multiple cities that minimizes travel time and logistics complexity"],"best_for":["Multi-city travelers who need logical routing and activity sequencing","Travelers unfamiliar with a destination who need help understanding geography and logistics","Trip planners seeking to optimize daily schedules without manual research"],"limitations":["Does not account for real-world travel logistics like public transit schedules, traffic patterns, or transportation availability","Cannot verify actual travel times between locations—estimates may be inaccurate for complex multi-modal journeys","No integration with local events, opening hours, or seasonal closures that affect day-of execution","Assumes standard tourist pacing—may not adapt well to travelers with mobility constraints or unusual schedules"],"requires":["Trip duration in days","Destination(s) and geographic scope","User preference for activity density or pacing"],"input_types":["structured data (trip duration, number of destinations, activity preferences)","text (pacing preference: fast-paced, moderate, relaxed)"],"output_types":["day-by-day itinerary with times and locations","structured schedule with activity sequencing and estimated durations"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_journeai__cap_4","uri":"capability://text.generation.language.natural.language.travel.preference.capture","name":"natural language travel preference capture","description":"Accepts freeform text descriptions of travel preferences, interests, and constraints, parsing natural language input to extract structured preference signals (budget, duration, interests, travel style, group composition, accessibility needs). The system likely uses NLP or prompt-based extraction to convert conversational input into structured parameters that feed downstream recommendation logic, allowing users to express preferences conversationally rather than filling rigid forms.","intents":["I tell the AI 'I'm a vegetarian who loves hiking and wants to avoid crowds' and it understands my dietary and activity preferences","Describe my travel style in natural language ('I want to feel like a local, not a tourist') and the AI adapts recommendations accordingly","Mention accessibility needs ('I use a wheelchair') and the AI filters recommendations for accessible attractions and accommodations"],"best_for":["Non-technical users who prefer conversational input over form-filling","Travelers with complex or nuanced preferences that don't fit standard categories","Users seeking a more natural, chat-like interaction with the planning tool"],"limitations":["NLP extraction may misinterpret ambiguous or colloquial language, leading to incorrect preference signals","Cannot reliably extract implicit preferences or unstated constraints from conversational input","No clarification mechanism—if extraction fails, the system may not ask for clarification and instead make incorrect assumptions","Requires sufficient context in user input; sparse or vague descriptions may not yield actionable preferences"],"requires":["User account with JourneAI","Natural language input describing preferences, interests, or constraints","Sufficient detail to extract meaningful preference signals (vague input yields generic recommendations)"],"input_types":["text (freeform natural language describing preferences, interests, constraints)"],"output_types":["structured preference parameters (budget, duration, interests, travel style, accessibility needs)","confirmation or clarification prompts if extraction is ambiguous"],"categories":["text-generation-language","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_journeai__cap_5","uri":"capability://text.generation.language.destination.specific.activity.knowledge.synthesis","name":"destination-specific activity knowledge synthesis","description":"Generates destination-specific activity recommendations by synthesizing knowledge about attractions, dining, cultural experiences, and local insights for a given location. The system likely uses a large language model trained on travel content to produce contextually relevant suggestions rather than querying a static database, enabling recommendations for emerging destinations or niche activities not in pre-built databases.","intents":["Tell me about hidden gems and local experiences in a lesser-known city that aren't in typical travel guides","Generate recommendations for a new or emerging destination where traditional travel databases have limited information","Suggest activities that align with my interests in a destination I've never visited before"],"best_for":["Travelers exploring lesser-known or emerging destinations","Users seeking local experiences and hidden gems beyond mainstream tourist attractions","Travelers with niche interests (e.g., street art, local music scenes, food subcultures)"],"limitations":["AI-generated recommendations may be outdated, inaccurate, or reflect stereotypes about destinations","Cannot verify that recommended activities still exist, operate, or maintain quality standards","May hallucinate or conflate details about attractions, leading to incorrect expectations","No real-time data on closures, renovations, or changes to attractions","Recommendations may reflect training data biases toward popular, well-documented destinations"],"requires":["Destination name or region","Optional: activity category or interest area","Optional: travel style or preference context"],"input_types":["text (destination name, activity interests)","structured data (destination coordinates, activity category)"],"output_types":["text descriptions of activities and attractions","structured activity recommendations with estimated costs and locations"],"categories":["text-generation-language","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_journeai__cap_6","uri":"capability://planning.reasoning.accommodation.type.and.location.recommendation","name":"accommodation type and location recommendation","description":"Recommends accommodation options (hotels, hostels, Airbnb, guesthouses, etc.) based on budget, location preferences, travel style, and group composition, matching user needs to accommodation types without real-time availability or pricing data. The system likely uses a knowledge base of accommodation types and their characteristics (price range, amenities, typical locations) to rank options, but cannot verify current availability or book directly.","intents":["Find budget hostels in central locations that are good for meeting other travelers","Recommend family-friendly hotels with kid amenities and proximity to attractions","Suggest local guesthouses or homestays that offer authentic cultural experiences"],"best_for":["Budget travelers seeking hostel or budget accommodation recommendations","Families needing family-friendly accommodation suggestions","Travelers seeking authentic local experiences through non-hotel accommodation"],"limitations":["No real-time availability data—recommended accommodations may be fully booked","No current pricing information—budget estimates may be outdated or inaccurate","Cannot verify accommodation quality, cleanliness, or safety standards","No integration with booking platforms—users must manually search and book elsewhere","Cannot account for recent reviews, closures, or changes to accommodation quality"],"requires":["Destination city or region","Budget range or accommodation type preference","Travel dates (for availability verification, though not integrated)"],"input_types":["text (accommodation type, location preference)","structured data (budget, travel dates, group size, accessibility needs)"],"output_types":["ranked list of accommodation recommendations with estimated costs","text descriptions of accommodation types and typical amenities"],"categories":["planning-reasoning","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_journeai__cap_7","uri":"capability://planning.reasoning.trip.duration.and.pacing.optimization","name":"trip duration and pacing optimization","description":"Adapts itinerary recommendations based on trip duration and user-preferred pacing (fast-paced, moderate, relaxed), adjusting activity density, rest days, and daily schedules to match the user's energy level and time constraints. The system likely uses heuristic logic to calculate activities-per-day ratios and rest day frequency based on pacing preference, ensuring itineraries feel sustainable rather than exhausting.","intents":["I have 3 days in a city—create a fast-paced itinerary that maximizes sightseeing","I'm taking a 2-week trip and want a relaxed pace with downtime to explore at my own speed","Design a moderate-paced itinerary that balances sightseeing with rest and flexibility"],"best_for":["Travelers with specific time constraints who need pacing guidance","Users seeking to avoid itinerary burnout by matching pace to their energy levels","Trip planners optimizing activity density for different trip durations"],"limitations":["Pacing recommendations are generic—cannot account for individual fitness levels, age, or physical limitations","Does not adapt pacing based on actual daily experiences or user feedback during the trip","May overestimate or underestimate activity capacity for different user types","Cannot account for unexpected delays, weather, or changes that affect daily pacing"],"requires":["Trip duration in days","User preference for pacing (fast-paced, moderate, relaxed)","Destination and activity preferences"],"input_types":["structured data (trip duration, pacing preference)","text (pacing description or preference)"],"output_types":["day-by-day itinerary with activity density adjusted for pacing","text recommendations on rest days and activity balance"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_journeai__cap_8","uri":"capability://data.processing.analysis.interest.based.activity.filtering.and.ranking","name":"interest-based activity filtering and ranking","description":"Filters and ranks activities based on user-specified interests (e.g., food, history, nature, art, adventure, nightlife) by matching activity attributes to interest categories and prioritizing recommendations accordingly. The system likely maintains a taxonomy of activity types and interest categories, using matching logic to surface relevant activities while deprioritizing unrelated suggestions.","intents":["Show me food-focused activities and restaurants that align with my culinary interests","Filter recommendations to prioritize outdoor and nature-based activities","Highlight historical and cultural sites that match my interest in architecture and history"],"best_for":["Travelers with specific interests who want recommendations tailored to their passions","Users seeking to avoid generic tourist activities in favor of niche experiences","Travelers with multiple interests who want balanced recommendations across categories"],"limitations":["Interest categories are predefined—cannot capture highly niche or emerging interests","No learning from past trips—interest preferences reset with each new itinerary","May miss activities that span multiple interest categories or don't fit standard taxonomies","Cannot weight interests dynamically (e.g., 'food is 70% of my trip, history is 30%')"],"requires":["User selection of interest categories from predefined list","Destination and travel dates","Optional: interest weighting or priority ranking"],"input_types":["text (interest descriptions)","structured data (interest categories, interest weights)"],"output_types":["filtered and ranked activity recommendations","text descriptions emphasizing interest-relevant aspects of activities"],"categories":["data-processing-analysis","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_journeai__cap_9","uri":"capability://planning.reasoning.group.composition.and.family.friendly.adaptation","name":"group composition and family-friendly adaptation","description":"Adapts itinerary recommendations based on group composition (solo, couple, family with children, multi-generational, large groups) by filtering activities for age-appropriateness, accessibility, and group dynamics. The system likely uses group type as a filtering parameter to exclude unsuitable activities (e.g., nightlife for families with young children) and prioritize group-friendly options (e.g., family restaurants, kid-friendly attractions).","intents":["Create a family-friendly itinerary with activities suitable for children ages 5-12","Design a multi-generational trip that accommodates both young children and elderly grandparents","Recommend activities for a group of friends that balance different interests and energy levels"],"best_for":["Families with children seeking age-appropriate activity recommendations","Multi-generational travel groups needing inclusive activity suggestions","Group travelers seeking activities that work for diverse group members"],"limitations":["Cannot account for individual preferences within a group—treats group members as homogeneous","Age-appropriateness is generic—cannot adapt to specific child developmental stages or interests","No mechanism for balancing conflicting preferences within a group","Cannot verify that recommended activities are actually family-friendly or accessible in practice"],"requires":["Group composition (solo, couple, family, etc.)","Optional: ages of children or specific accessibility needs","Destination and travel dates"],"input_types":["structured data (group type, ages of children, accessibility needs)","text (group composition description)"],"output_types":["family-friendly or group-appropriate itinerary","text descriptions emphasizing group-relevant aspects of activities"],"categories":["planning-reasoning","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"high","permissions":["User account with JourneAI","Destination name or region identifier","Budget range in USD or local currency","Travel dates or duration in days","Budget amount in USD or local currency","Destination city or region","Activity category preferences (dining, attractions, accommodation, transport)","User account with JourneAI (may require email signup)","Internet connection","No payment method required"],"failure_modes":["AI may miss seasonal weather patterns, local holidays, or cultural events that affect travel quality","No real-time integration with booking availability or pricing—recommendations may be outdated or unavailable","Lacks context on visa requirements, entry restrictions, or safety advisories that change frequently","Cannot account for niche interests or highly specialized travel needs (e.g., birding hotspots, archaeological sites)","Pricing data is static or cached—does not reflect real-time inflation, seasonal surges, or exchange rate fluctuations","Cannot verify current operating hours, closures, or temporary price changes for specific venues","May recommend activities that have become tourist traps or lost authenticity due to popularity","No integration with discount codes, group rates, or special promotions","Free access may be limited by rate limiting, usage quotas, or feature restrictions","No guaranteed support or customer service for free users","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.78,"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":"2026-05-24T12:16:31.446Z","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=journeai","compare_url":"https://unfragile.ai/compare?artifact=journeai"}},"signature":"Y8svyMwYN/fHuQBgBN2otratyHksFcPnrBIJaHv2UWR2zf21t0AeziZz+Jl9ZI1CguCZTnoYO648ntsD7INjDw==","signedAt":"2026-06-20T05:32:17.899Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/journeai","artifact":"https://unfragile.ai/journeai","verify":"https://unfragile.ai/api/v1/verify?slug=journeai","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"}}