{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_equals","slug":"equals","name":"Equals","type":"product","url":"https://equals.com","page_url":"https://unfragile.ai/equals","categories":["data-analysis"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_equals__cap_0","uri":"capability://productivity.natural.language.to.formula.generation","name":"natural-language-to-formula-generation","description":"Converts natural language descriptions into spreadsheet formulas using AI. Users describe what calculation they want in plain English, and the system generates the corresponding formula syntax.","intents":["I want to calculate something but don't remember the exact formula syntax","I need to create a complex formula without learning Excel functions","I want to reduce errors from manual formula writing"],"best_for":["non-technical analysts","business users","product managers"],"limitations":["may struggle with highly complex multi-step calculations","requires clear natural language descriptions"],"requires":["natural language input describing the desired calculation"],"input_types":["natural language text"],"output_types":["spreadsheet formula"],"categories":["productivity","data-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_equals__cap_1","uri":"capability://data.analysis.live.sql.database.connection","name":"live-sql-database-connection","description":"Establishes direct connections to SQL databases and PostgreSQL instances, pulling live data into spreadsheets without manual exports or refresh cycles. Data updates automatically as source database changes.","intents":["I need to stop manually exporting data from our database into spreadsheets","I want my reports to always show the latest data without manual refreshes","I need to query our production database directly from a spreadsheet"],"best_for":["data analysts","database administrators","teams with SQL databases"],"limitations":["limited to smaller datasets","requires database access credentials","may have performance constraints with very large tables"],"requires":["SQL or PostgreSQL database connection details","appropriate database permissions"],"input_types":["database connection credentials","SQL queries"],"output_types":["live data tables in spreadsheet"],"categories":["data-analysis","integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_equals__cap_2","uri":"capability://data.analysis.api.data.integration","name":"api-data-integration","description":"Connects to external APIs to pull live data directly into spreadsheets. Enables real-time data synchronization from third-party services and platforms without manual data transfer.","intents":["I want to pull data from our SaaS tools directly into a spreadsheet","I need to sync data from multiple APIs into one place for analysis","I want to automate data collection from web services"],"best_for":["product managers","growth analysts","teams using multiple SaaS platforms"],"limitations":["depends on API rate limits and availability","requires API authentication setup"],"requires":["API endpoint URLs","API authentication credentials or keys"],"input_types":["API connection details","API endpoints"],"output_types":["live data in spreadsheet cells"],"categories":["data-analysis","integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_equals__cap_3","uri":"capability://data.analysis.ai.powered.data.querying","name":"ai-powered-data-querying","description":"Allows users to ask questions about their data in natural language, with AI interpreting the query and returning relevant results. Eliminates the need to write SQL or understand database structure.","intents":["I want to ask questions about my data without knowing SQL","I need quick answers from my data without writing complex queries","I want to explore data patterns without technical database knowledge"],"best_for":["business analysts","non-technical stakeholders","executives"],"limitations":["may misinterpret ambiguous questions","works best with well-structured data"],"requires":["connected data source","clear natural language question"],"input_types":["natural language question"],"output_types":["data results","summary statistics"],"categories":["data-analysis","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_equals__cap_4","uri":"capability://data.analysis.live.data.reporting.dashboard","name":"live-data-reporting-dashboard","description":"Creates spreadsheet-based reports that automatically update with live data from connected sources. Reports stay current without manual refresh or data export workflows.","intents":["I need to create reports that always show current data","I want to build dashboards in a spreadsheet format","I need to share reports that update automatically"],"best_for":["data analysts","reporting teams","startups and mid-market companies"],"limitations":["less sophisticated visualization than dedicated BI tools","limited to smaller datasets"],"requires":["live data connections","spreadsheet structure"],"input_types":["data sources","report layout"],"output_types":["live-updating spreadsheet reports"],"categories":["data-analysis","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_equals__cap_5","uri":"capability://data.analysis.spreadsheet.based.data.transformation","name":"spreadsheet-based-data-transformation","description":"Performs data cleaning, transformation, and aggregation operations within the spreadsheet interface using AI-assisted formulas and functions. Enables complex data manipulation without leaving the spreadsheet environment.","intents":["I need to clean and transform data before analysis","I want to aggregate data from multiple sources in one place","I need to reshape data for reporting without using separate tools"],"best_for":["data analysts","business intelligence teams"],"limitations":["less powerful than dedicated ETL tools","performance constraints with very large datasets"],"requires":["source data in spreadsheet or connected data source"],"input_types":["raw data","transformation instructions"],"output_types":["cleaned and transformed data tables"],"categories":["data-analysis","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_equals__cap_6","uri":"capability://productivity.collaborative.spreadsheet.editing","name":"collaborative-spreadsheet-editing","description":"Enables multiple users to work on the same spreadsheet simultaneously with shared access and editing capabilities. Supports team-based data analysis and reporting workflows.","intents":["I need my team to collaborate on reports in real-time","I want to share spreadsheets with colleagues for joint analysis","I need version control and access management for shared data"],"best_for":["teams","distributed analysts","collaborative reporting groups"],"limitations":["less mature than Google Sheets or Excel Online","may have concurrent user limits"],"requires":["team member accounts","shared spreadsheet access"],"input_types":["user invitations","spreadsheet sharing settings"],"output_types":["shared collaborative spreadsheet"],"categories":["productivity","collaboration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_equals__cap_7","uri":"capability://productivity.formula.error.detection.and.correction","name":"formula-error-detection-and-correction","description":"Identifies errors in spreadsheet formulas and suggests corrections using AI analysis. Helps prevent calculation mistakes and improves spreadsheet reliability.","intents":["I want to catch formula errors before they affect my analysis","I need help debugging complex formulas","I want to ensure my calculations are correct"],"best_for":["analysts working with complex formulas","teams prioritizing data accuracy"],"limitations":["may not catch logical errors in formula intent"],"requires":["spreadsheet with formulas"],"input_types":["spreadsheet formulas"],"output_types":["error notifications","correction suggestions"],"categories":["productivity","data-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_equals__cap_8","uri":"capability://productivity.data.export.and.sharing","name":"data-export-and-sharing","description":"Exports spreadsheet data and reports in multiple formats for sharing with stakeholders. Supports distribution of analysis results to non-Equals users.","intents":["I need to share my analysis with people who don't use Equals","I want to export data in standard formats for other tools","I need to create downloadable reports for stakeholders"],"best_for":["analysts sharing results","reporting teams"],"limitations":["exported data becomes static snapshot"],"requires":["spreadsheet with data"],"input_types":["spreadsheet selection"],"output_types":["CSV","Excel","PDF","other standard formats"],"categories":["productivity","data-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_equals__cap_9","uri":"capability://productivity.freemium.prototype.environment","name":"freemium-prototype-environment","description":"Provides free tier access with generous limits for building and testing spreadsheet workflows before committing to paid plans. Allows risk-free experimentation with the platform.","intents":["I want to try Equals without paying upfront","I need to prototype a reporting workflow before committing budget","I want to evaluate if Equals fits our team's needs"],"best_for":["small teams","individual analysts","startups","budget-conscious teams"],"limitations":["free tier has usage limits","may have feature restrictions"],"requires":["account creation"],"input_types":["user signup"],"output_types":["free tier access"],"categories":["productivity"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"high","permissions":["natural language input describing the desired calculation","SQL or PostgreSQL database connection details","appropriate database permissions","API endpoint URLs","API authentication credentials or keys","connected data source","clear natural language question","live data connections","spreadsheet structure","source data in spreadsheet or connected data source"],"failure_modes":["may struggle with highly complex multi-step calculations","requires clear natural language descriptions","limited to smaller datasets","requires database access credentials","may have performance constraints with very large tables","depends on API rate limits and availability","requires API authentication setup","may misinterpret ambiguous questions","works best with well-structured data","less sophisticated visualization than dedicated BI tools","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.82,"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":"2026-05-24T12:16:30.284Z","last_scraped_at":"2026-04-05T13:23:42.548Z","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=equals","compare_url":"https://unfragile.ai/compare?artifact=equals"}},"signature":"Zv1DcBp/c3rMgPBnT8aMUvI2lQ5o92yvhXXdow1ters2FeYDvtPoZYO7EV9eEghsmn06tPm7rgpS/g+6O1/uCw==","signedAt":"2026-06-20T15:56:06.147Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/equals","artifact":"https://unfragile.ai/equals","verify":"https://unfragile.ai/api/v1/verify?slug=equals","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"}}