{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_zoyo","slug":"zoyo","name":"Zoyo","type":"product","url":"https://www.zoyo.ai","page_url":"https://unfragile.ai/zoyo","categories":["app-builders"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_zoyo__cap_0","uri":"capability://productivity.ai.powered.property.valuation","name":"ai-powered property valuation","description":"Automatically estimates property values using machine learning models trained on market data, MLS records, and comparable sales. Generates valuation reports that would typically require hours of manual research and analysis.","intents":["I need to quickly estimate what a property is worth","I want to provide clients with accurate pricing recommendations","I need to identify overpriced or underpriced listings in a market"],"best_for":["solo real estate agents","small independent teams","agents in data-rich markets"],"limitations":["accuracy varies significantly by market maturity","requires manual verification in sparse markets","may not account for unique property features or recent renovations"],"requires":["property address or MLS data","access to local market data","internet connectivity"],"input_types":["property address","MLS listing number","property details"],"output_types":["valuation estimate","confidence score","valuation report"],"categories":["productivity","real estate"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zoyo__cap_1","uri":"capability://productivity.comparative.market.analysis.generation","name":"comparative market analysis generation","description":"Automatically compiles and analyzes comparable properties in a given area to provide market context and pricing benchmarks. Reduces manual research time by aggregating data from multiple sources into a single analysis.","intents":["I need to show clients how a property compares to similar homes in the area","I want to understand current market trends for a specific neighborhood","I need to justify pricing to clients with data-backed comparables"],"best_for":["real estate agents","brokers","property appraisers","investors"],"limitations":["depends on availability of comparable sales data","may miss recent off-market sales","accuracy limited by data quality in the region"],"requires":["property location","property type","MLS data access","market data integration"],"input_types":["property address","property specifications","market area definition"],"output_types":["CMA report","comparable property list","market trend analysis","pricing recommendations"],"categories":["productivity","real estate","analytics"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zoyo__cap_2","uri":"capability://productivity.automated.lead.scoring.and.prioritization","name":"automated lead scoring and prioritization","description":"Evaluates and ranks leads based on conversion probability using AI models that analyze lead characteristics, behavior patterns, and historical data. Automatically prioritizes high-probability prospects to focus agent effort efficiently.","intents":["I want to focus my time on leads most likely to close","I need to automatically rank my incoming leads by quality","I want to identify which prospects deserve immediate follow-up"],"best_for":["solo agents with high lead volume","small teams","agents seeking to improve conversion rates"],"limitations":["requires sufficient historical data to train models","may not account for relationship-based or referral leads","scoring accuracy depends on data quality"],"requires":["lead data","historical conversion data","lead source information"],"input_types":["lead contact information","lead source","lead behavior data","property preferences"],"output_types":["lead score","priority ranking","recommended action","conversion probability"],"categories":["productivity","real estate","lead-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zoyo__cap_3","uri":"capability://productivity.automated.lead.follow.up.workflow","name":"automated lead follow-up workflow","description":"Generates and schedules automated follow-up communications with leads based on their score, engagement level, and predefined workflows. Ensures consistent contact cadence without manual intervention.","intents":["I want to automatically follow up with leads without manually tracking each one","I need to maintain consistent contact with prospects over time","I want to reduce the time spent on administrative follow-up tasks"],"best_for":["busy agents","small teams","agents managing large lead volumes"],"limitations":["limited CRM platform integration","may require manual customization for complex workflows","effectiveness depends on lead quality"],"requires":["lead contact information","communication preferences","workflow configuration","email or messaging system"],"input_types":["lead data","workflow templates","communication preferences","timing rules"],"output_types":["scheduled messages","follow-up reminders","communication logs","engagement tracking"],"categories":["productivity","real estate","automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zoyo__cap_4","uri":"capability://productivity.property.market.insights.and.trend.analysis","name":"property market insights and trend analysis","description":"Analyzes market data to identify trends, patterns, and opportunities in specific neighborhoods or property segments. Provides actionable insights about market direction, inventory levels, and emerging opportunities.","intents":["I want to understand which neighborhoods are appreciating fastest","I need to identify emerging market opportunities before competitors","I want to provide clients with data-backed market insights"],"best_for":["agents seeking competitive advantage","investors","brokers managing multiple agents"],"limitations":["insights limited by data availability in the region","historical trends may not predict future performance","requires interpretation for local context"],"requires":["historical market data","MLS data","property transaction records"],"input_types":["geographic area","property type","time period","market segment"],"output_types":["trend analysis","market report","opportunity alerts","statistical insights"],"categories":["productivity","real estate","analytics"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zoyo__cap_5","uri":"capability://productivity.property.research.and.data.aggregation","name":"property research and data aggregation","description":"Automatically gathers and organizes property information from multiple sources including MLS, public records, and market databases. Consolidates scattered data into a unified property profile.","intents":["I need comprehensive property information without manually checking multiple sources","I want to quickly gather all relevant data about a property for a client","I need to verify property details and history efficiently"],"best_for":["real estate agents","investors","property managers"],"limitations":["data accuracy depends on source quality","may not include very recent changes","limited integration with some regional databases"],"requires":["property address or identifier","MLS data access","public records access"],"input_types":["property address","property ID","MLS number"],"output_types":["property profile","data summary","historical records","ownership information"],"categories":["productivity","real estate","research"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zoyo__cap_6","uri":"capability://productivity.lead.qualification.and.filtering","name":"lead qualification and filtering","description":"Automatically filters and qualifies leads based on predefined criteria such as budget, location preferences, property type, and timeline. Removes unqualified prospects and surfaces only viable opportunities.","intents":["I want to automatically filter out unqualified leads from my incoming prospects","I need to identify leads that match specific property criteria","I want to focus only on leads with serious buying intent"],"best_for":["agents with high lead volume","teams using lead management systems"],"limitations":["qualification rules may be too rigid for nuanced situations","may miss leads that don't fit standard profiles","requires clear qualification criteria definition"],"requires":["lead data","qualification criteria","property preference data"],"input_types":["lead information","qualification rules","property requirements"],"output_types":["qualified lead list","filtered prospects","qualification status","rejection reasons"],"categories":["productivity","real estate","lead-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zoyo__cap_7","uri":"capability://productivity.listing.analysis.and.optimization.recommendations","name":"listing analysis and optimization recommendations","description":"Analyzes property listings to identify optimization opportunities such as pricing adjustments, description improvements, or staging suggestions. Provides recommendations to increase listing visibility and appeal.","intents":["I want to optimize my listings to sell faster","I need suggestions for improving listing descriptions and photos","I want to identify if my listing price is competitive"],"best_for":["real estate agents","listing agents","brokers"],"limitations":["recommendations are data-driven but may not account for unique property features","photo analysis may be limited","requires accurate listing data"],"requires":["listing details","comparable sales data","market data"],"input_types":["listing information","property photos","listing description","pricing data"],"output_types":["optimization recommendations","pricing suggestions","description improvements","marketing tips"],"categories":["productivity","real estate","marketing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_zoyo__cap_8","uri":"capability://productivity.market.opportunity.alerts.and.notifications","name":"market opportunity alerts and notifications","description":"Monitors market conditions and automatically alerts agents to opportunities such as price reductions, new listings matching client criteria, or emerging market trends. Delivers timely notifications to capture opportunities.","intents":["I want to be notified immediately when relevant listings hit the market","I need alerts when properties in my target areas are reduced in price","I want to know about emerging market opportunities before my competitors"],"best_for":["active agents","investors","agents with specific market focus"],"limitations":["alert accuracy depends on data freshness","may generate false positives","requires clear alert criteria definition"],"requires":["market monitoring setup","alert criteria configuration","notification system"],"input_types":["search criteria","alert rules","market parameters"],"output_types":["alert notifications","opportunity summaries","listing updates","market changes"],"categories":["productivity","real estate","notifications"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"high","permissions":["property address or MLS data","access to local market data","internet connectivity","property location","property type","MLS data access","market data integration","lead data","historical conversion data","lead source information"],"failure_modes":["accuracy varies significantly by market maturity","requires manual verification in sparse markets","may not account for unique property features or recent renovations","depends on availability of comparable sales data","may miss recent off-market sales","accuracy limited by data quality in the region","requires sufficient historical data to train models","may not account for relationship-based or referral leads","scoring accuracy depends on data quality","limited CRM platform integration","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":"2026-05-24T12:16:34.118Z","last_scraped_at":"2026-04-05T13:23:42.538Z","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=zoyo","compare_url":"https://unfragile.ai/compare?artifact=zoyo"}},"signature":"yI52Qfh9rCt91iG3OGPnb1Huc3XMzvvzneU9x78ncixZSDosw8Dk+8VJHDG9dewokFoitTAKZukR+miXroS/Bg==","signedAt":"2026-06-21T16:01:56.270Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/zoyo","artifact":"https://unfragile.ai/zoyo","verify":"https://unfragile.ai/api/v1/verify?slug=zoyo","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"}}