{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"zapier-ai","slug":"zapier-ai","name":"Zapier AI","type":"agent","url":"https://zapier.com","page_url":"https://unfragile.ai/zapier-ai","categories":["automation"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"zapier-ai__cap_0","uri":"capability://planning.reasoning.natural.language.workflow.creation.via.copilot","name":"natural-language-workflow-creation-via-copilot","description":"Converts natural language descriptions into multi-step automation workflows through an AI assistant (Zapier Copilot) that interprets user intent and generates trigger-action chains across 9,000+ integrated applications. The system parses natural language input, maps it to available triggers and actions in the Zapier catalog, configures field mappings, and generates executable workflow definitions without requiring manual configuration or code. Uses LLM-based intent recognition to disambiguate app selection and action sequencing.","intents":["I want to automate a business process but don't know how to configure it manually","I need to quickly prototype a workflow without learning the Zapier UI","I want to describe what I need in plain English and have it built for me","I need to create multi-step workflows across apps I've never integrated before"],"best_for":["non-technical business users (marketing ops, sales ops, IT ops)","teams without dedicated automation engineers","rapid prototyping and MVP validation scenarios"],"limitations":["Free plan limited to daily message limits with Copilot (exact limit not specified); unlimited on paid plans","Copilot may misinterpret complex conditional logic or multi-branch workflows requiring manual refinement","Limited to workflows that can be expressed through Zapier's trigger-action model; custom logic requires Code steps","No guarantee of optimal workflow design; generated workflows may not follow performance best practices"],"requires":["Zapier account (free or paid)","Connected app credentials for at least one source and destination app","Internet connection for cloud-based Copilot inference"],"input_types":["natural language text description","conversational multi-turn prompts"],"output_types":["executable Zap workflow definition","configured trigger and action steps","field mapping configuration"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_1","uri":"capability://automation.workflow.multi.step.conditional.workflow.orchestration","name":"multi-step-conditional-workflow-orchestration","description":"Chains together unlimited actions (on paid plans) triggered by events or schedules, with conditional branching logic, data field mapping, and error recovery. Workflows execute sequentially or conditionally based on data values, with built-in retry logic and centralized error handling. The runtime infrastructure manages state across steps, handles third-party API failures, and logs all execution events to a unified audit trail. Supports webhook-based custom integrations for apps without native Zapier connectors.","intents":["I need to automate a multi-step business process that depends on conditional data values","I want to trigger actions across multiple apps when a specific event occurs","I need reliable automation with automatic retries and error handling","I want to integrate a custom app or API that doesn't have a native Zapier integration"],"best_for":["operations teams automating cross-app business processes","enterprises requiring reliable, auditable automation","teams needing conditional logic without writing code"],"limitations":["Free plan limited to two-step Zaps only; unlimited actions require paid plans","Maximum workflow complexity not documented (unclear limits on conditional branches, step count, or nesting depth)","Execution latency and throughput specifications not published; dependent on third-party app API performance","No on-premises deployment option; cloud-only execution","Timeout behavior for long-running workflows not specified","Concurrent execution limits per account not documented"],"requires":["Zapier account (Professional plan or higher for unlimited steps)","Connected app credentials for each app in the workflow","Trigger source (event, schedule, or webhook)","Internet connectivity for cloud execution"],"input_types":["trigger event data","scheduled time intervals","webhook payloads","form submissions"],"output_types":["action execution results","data transformations","API calls to integrated apps","audit log entries"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_10","uri":"capability://tool.use.integration.webhook.based.custom.app.integration","name":"webhook-based-custom-app-integration","description":"Allows workflows to integrate with custom applications or APIs that don't have native Zapier connectors through HTTP webhooks. Workflows can send data to custom endpoints via POST/PUT requests and receive responses. Supports custom headers, authentication (API keys, OAuth), and payload formatting. Enables integration with proprietary systems, legacy applications, or niche tools without requiring Zapier to build a native connector. Available on Professional plan and above.","intents":["I need to integrate a custom or proprietary application that doesn't have a Zapier connector","I want to send workflow data to my own API or microservice","I need to call a legacy system or internal tool from my workflows","I want to build a two-way integration with a system I control"],"best_for":["teams with custom or proprietary applications","enterprises integrating legacy systems","developers building custom integrations","organizations with internal APIs or microservices"],"limitations":["Webhook payload size limits not documented","Timeout behavior for webhook calls not specified; unclear if long-running endpoints are supported","No built-in retry logic for failed webhook calls documented","Authentication options limited to API keys and OAuth; no mutual TLS or other advanced auth","No request/response validation or schema enforcement","Webhook URL must be publicly accessible; no support for private networks or VPNs"],"requires":["Zapier Professional plan or higher","Custom application or API with HTTP endpoint","Endpoint must be publicly accessible and respond to HTTP requests","Authentication credentials if endpoint requires them"],"input_types":["workflow step data (formatted as JSON)","custom headers and authentication"],"output_types":["HTTP response data","status codes","parsed response body"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_11","uri":"capability://automation.workflow.team.collaboration.with.shared.workflows.and.credentials","name":"team-collaboration-with-shared-workflows-and-credentials","description":"Enables team members to collaborate on automation by sharing Zaps, folders, and app connections. Team plan (minimum 25 users) supports SAML SSO, role-based access control, and permission customization for shared resources. Multiple team members can edit the same workflow, and shared app connections eliminate credential duplication. Provides centralized credential management so team members don't need individual API keys for integrated apps. Supports audit logging of all team member actions.","intents":["I want my team to collaborate on building and maintaining automations","I need to share app credentials across team members without exposing API keys","I want to control which team members can access specific workflows or apps","I need to audit which team member made changes to workflows"],"best_for":["teams of 25+ users automating business processes","enterprises with governance and access control requirements","organizations with dedicated automation or operations teams"],"limitations":["Team plan minimum of 25 users; no smaller team tier documented","SAML SSO only available on Team plan; lower tiers have limited access control","Permission model not fully documented; unclear what granular permissions are available","Shared credential security model not detailed; unclear how credentials are encrypted or isolated","Concurrent editing of workflows not mentioned; unclear if multiple users can edit the same Zap simultaneously","Team member activity limits or quotas not specified"],"requires":["Zapier Team plan (minimum 25 users)","SAML SSO setup for role-based access control","Admin access to manage team members and permissions"],"input_types":["team member invitations","permission assignments","shared workflow configurations"],"output_types":["shared Zaps and folders","shared app connections","audit logs of team member actions"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_12","uri":"capability://automation.workflow.pre.built.workflow.templates.for.common.use.cases","name":"pre-built-workflow-templates-for-common-use-cases","description":"Provides a library of pre-configured workflow templates for common business processes (lead scoring, document processing, ticket routing, FAQ answering, sales call coaching, customer onboarding, content repurposing, employee directory management, inventory management). Templates are customizable starting points that reduce setup time and provide best-practice patterns. Users can clone templates, modify trigger and action configurations, and deploy them immediately. Reduces time-to-value for users unfamiliar with workflow design.","intents":["I want to quickly set up a common automation without building from scratch","I need a template for lead scoring or customer onboarding","I want to see best-practice patterns for automating my business process","I need to deploy an automation quickly without learning Zapier's interface"],"best_for":["non-technical users deploying common automations","teams with limited automation expertise","organizations needing rapid deployment of standard workflows"],"limitations":["Template library size and coverage not documented; unclear how many templates are available","Template customization capabilities not detailed; unclear how much modification is required","Templates may not match specific business requirements; customization may require code steps","Template maintenance and updates not documented; unclear if templates are kept current with app API changes","No template versioning or rollback capability mentioned"],"requires":["Zapier account (any plan)","Connected app credentials for apps used in the template"],"input_types":["template selection","customization parameters"],"output_types":["cloned and customized workflow","ready-to-deploy Zap"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_13","uri":"capability://automation.workflow.task.based.usage.metering.and.cost.predictability","name":"task-based usage metering and cost predictability","description":"Implements a task-based metering model where all workflow operations (triggers, actions, AI processing) consume 'tasks' from a monthly quota. Each action execution counts as one task, enabling predictable costs and preventing surprise overages. Free tier provides 100 tasks/month; paid tiers offer 750 to 2M+ tasks/month depending on plan. This model simplifies cost management compared to per-API-call pricing.","intents":["I want to understand how much my automation will cost before building workflows","I need to control my automation spending with predictable monthly costs","I want to monitor task usage to avoid unexpected overages","I need to allocate task budgets across teams or departments"],"best_for":["organizations needing predictable automation costs","teams managing multiple workflows with variable usage","enterprises budgeting for automation infrastructure"],"limitations":["Task definition granularity not fully documented; unclear if all operations count equally or if some consume more tasks","AI action task consumption not documented; unclear if text processing, code generation, etc. consume standard or premium task rates","Overage pricing not documented; unclear what happens when monthly quota is exceeded","Task rollover not documented; unclear if unused tasks carry over to next month","Task usage visibility not documented; unclear if users can see real-time task consumption","Task allocation across team members not documented; unclear if quotas can be subdivided","Refund policy for unused tasks not documented","Enterprise custom pricing not transparent; unclear how task pricing scales at enterprise volumes"],"requires":["Zapier account (free or paid tier)","Understanding of task definition (one task = one action execution)","Estimation of monthly workflow volume to select appropriate tier"],"input_types":["workflow configuration (number of actions, execution frequency)","usage projections (estimated monthly task consumption)"],"output_types":["task quota allocation (monthly limit based on plan)","task usage tracking (current consumption vs quota)","billing information (monthly cost based on plan)"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_2","uri":"capability://data.processing.analysis.ai.powered.data.enrichment.via.openai.fields","name":"ai-powered-data-enrichment-via-openai-fields","description":"Enriches structured data records with AI-generated content by connecting OpenAI's language models to Zapier workflow steps. Developers define 'AI fields' that accept input data (text, numbers, structured records) and return AI-generated outputs (classifications, summaries, extracted entities, generated text). The system manages OpenAI API calls, token usage, and result caching within the workflow execution context. Supports use cases like lead scoring, document summarization, and content classification without requiring custom code.","intents":["I want to automatically classify or score leads based on their profile data","I need to summarize documents or emails as they arrive in my workflow","I want to extract specific information from unstructured text using AI","I need to generate content (emails, descriptions) based on input data"],"best_for":["marketing and sales operations teams enriching lead data","customer support teams automating ticket classification and routing","content teams automating summarization and repurposing","non-technical users who need AI without writing code"],"limitations":["Requires separate OpenAI account and API key connection; token costs billed by OpenAI separately","No built-in prompt versioning or A/B testing for AI field outputs","LLM model selection not documented; unclear which OpenAI models are supported or default","No caching mechanism specified; each workflow execution may incur full OpenAI API costs","Latency depends on OpenAI API response time; no SLA or performance guarantees documented","Limited to OpenAI; no support for other LLM providers (Anthropic, Ollama, etc.)"],"requires":["Zapier account (any plan)","OpenAI API key and active OpenAI account","Input data in text or structured format","Sufficient OpenAI API credits for token consumption"],"input_types":["text (emails, documents, descriptions)","structured data (JSON, form fields)","numbers and categorical data"],"output_types":["text (classifications, summaries, generated content)","structured data (extracted entities, scored values)","boolean flags (yes/no decisions)"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_3","uri":"capability://code.generation.editing.code.generation.and.custom.logic.steps","name":"code-generation-and-custom-logic-steps","description":"Allows developers to embed custom code (JavaScript/TypeScript) directly into workflows for data transformation, conditional logic, or API calls that aren't covered by pre-built actions. Code steps execute within the Zapier runtime, have access to previous step outputs as variables, and can return structured data to downstream steps. Supports npm package imports for extended functionality. Enables workflows to handle edge cases and custom business logic without leaving the Zapier platform.","intents":["I need to transform data in a way that pre-built actions don't support","I want to call an API that doesn't have a native Zapier integration","I need conditional logic more complex than Zapier's built-in branching","I want to combine multiple data sources into a custom format"],"best_for":["developers building custom AI agents or automation workflows","teams with specific data transformation requirements","workflows requiring integration with proprietary or niche APIs"],"limitations":["Code steps add latency to workflow execution (exact overhead not documented)","Limited to JavaScript/TypeScript; no Python, Go, or other language support","npm package availability may be restricted; no explicit list of allowed packages documented","Execution timeout not specified; unclear if long-running code steps are supported","Debugging capabilities not documented; error messages may be opaque","No local development environment; code must be written in Zapier's web editor"],"requires":["Zapier account (any plan)","JavaScript/TypeScript knowledge","Understanding of Zapier's step data format and variable syntax"],"input_types":["previous step outputs (as JavaScript variables)","form inputs","API responses"],"output_types":["transformed data objects","API call results","conditional routing decisions","formatted text or structured data"],"categories":["code-generation-editing","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_4","uri":"capability://tool.use.integration.mcp.protocol.integration.for.ai.assistants","name":"mcp-protocol-integration-for-ai-assistants","description":"Exposes Zapier workflows and actions as tools callable by MCP-compatible AI assistants (Claude, ChatGPT, any MCP client) through the Model Context Protocol. Zapier acts as an MCP server, providing a schema-based tool registry that assistants can discover and invoke. Authentication is managed through Zapier's unified credential layer, so assistants can call actions across 9,000+ integrated apps without handling API keys directly. Enables AI assistants to autonomously execute business workflows within conversation context.","intents":["I want my AI assistant to take actions in my business tools during conversations","I need Claude or ChatGPT to create Zaps or execute workflows on my behalf","I want to give my AI assistant access to my apps without sharing API keys","I need an AI agent to autonomously manage business processes 24/7"],"best_for":["teams using Claude, ChatGPT, or other MCP-compatible AI assistants","developers building custom AI agents with tool-use capabilities","enterprises wanting to extend AI assistant capabilities to business tools"],"limitations":["Requires MCP-compatible AI client; not all LLM providers support MCP yet","Tool discovery and schema generation not documented; unclear how complex workflows are represented as tools","Rate limiting and concurrent execution limits for MCP calls not specified","No explicit documentation of which Zapier actions are exposed via MCP or if all 66,000+ actions are available","Audit logging for MCP-initiated actions exists but permission model not fully documented","No built-in conversation memory or context persistence across MCP calls"],"requires":["Zapier account (any plan)","MCP-compatible AI assistant (Claude, ChatGPT, custom client)","MCP server configuration and connection setup","Connected app credentials in Zapier for actions the assistant will invoke"],"input_types":["natural language tool invocation from AI assistant","structured tool parameters (JSON schema-based)"],"output_types":["tool execution results","action completion status","data returned from integrated apps"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_5","uri":"capability://tool.use.integration.zapier.sdk.for.custom.ai.agents","name":"zapier-sdk-for-custom-ai-agents","description":"Provides a TypeScript SDK enabling developers to programmatically access Zapier workflows, triggers, and actions from custom AI agents, Claude Code, Cursor, or other developer tools. The SDK abstracts Zapier's REST API and authentication, allowing agents to create, execute, and monitor workflows programmatically. Supports integration with agentic frameworks for autonomous task execution. Enables developers to build AI agents that can orchestrate business processes without hardcoding app integrations.","intents":["I want to build a custom AI agent that can create and execute Zapier workflows","I need to integrate Zapier into my Claude Code or Cursor-based development workflow","I want to programmatically trigger Zaps from my application or agent","I need to monitor and manage Zapier workflows from custom tooling"],"best_for":["developers building custom AI agents or agentic frameworks","teams integrating Zapier into larger automation platforms","developers using Claude Code, Cursor, or similar AI-assisted development tools"],"limitations":["TypeScript only; no Python, Go, or other language SDKs documented","SDK API surface not documented; unclear which Zapier features are exposed programmatically","No local development or testing environment specified; SDK may require live Zapier account","Error handling and retry logic in SDK not documented","Rate limiting and concurrent request limits not specified","SDK versioning and backward compatibility guarantees not stated"],"requires":["Node.js 18+ (assumed based on TypeScript SDK)","Zapier account with API access enabled","Zapier API credentials (API key or OAuth token)","TypeScript or JavaScript development environment"],"input_types":["workflow definitions (JSON or TypeScript objects)","trigger configurations","action parameters"],"output_types":["workflow execution results","execution status and logs","structured data from integrated apps"],"categories":["tool-use-integration","code-generation-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_6","uri":"capability://safety.moderation.unified.audit.logging.and.governance","name":"unified-audit-logging-and-governance","description":"Maintains a centralized audit trail of all workflow executions, AI actions, and administrative changes across the entire Zapier platform. Every action initiated by any user, AI assistant, or developer tool is logged with timestamps, actor identity, action details, and results. Administrators can configure policies, set role-based access controls (SAML SSO on Team plan), and monitor model API calls. Provides compliance visibility for SOC 2 Type II, GDPR, and CCPA requirements without requiring external logging infrastructure.","intents":["I need to audit who executed which workflows and when for compliance","I want to track AI model API calls and costs across my team","I need to enforce policies on which apps and actions team members can access","I want to investigate workflow failures and understand what went wrong"],"best_for":["enterprises with compliance and governance requirements","teams managing shared automation infrastructure","organizations tracking AI API usage and costs","security and audit teams monitoring automation activity"],"limitations":["Audit log retention period not documented; unclear if logs are retained indefinitely or have expiration","Role-based access control (SAML SSO) only available on Team plan; limited on lower tiers","Policy enforcement engine capabilities not detailed; unclear what policies can be configured","No documented API for programmatic audit log access; may require manual dashboard review","Model call tracking limited to OpenAI integration; no tracking for other LLM providers","Audit log export format and granularity not specified"],"requires":["Zapier Team plan or higher for full governance features","SAML SSO setup for role-based access control","Admin access to Zapier account"],"input_types":["workflow execution events","user actions","API calls from AI assistants","administrative configuration changes"],"output_types":["audit log entries","compliance reports","policy enforcement decisions","usage analytics"],"categories":["safety-moderation","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_7","uri":"capability://data.processing.analysis.structured.data.management.via.tables","name":"structured-data-management-via-tables","description":"Provides built-in table storage for structured data (rows and columns) that workflows can read, write, and query. Tables function as a lightweight database layer integrated into Zapier, allowing workflows to maintain state, store lookup data, and aggregate information across multiple executions. Supports filtering, sorting, and basic querying without requiring external database setup. Enables use cases like lead databases, inventory tracking, and workflow state management without leaving the Zapier platform.","intents":["I want to store and query data within my workflows without setting up a database","I need to maintain a lookup table (e.g., product catalog, pricing) that workflows reference","I want to aggregate data across multiple workflow executions","I need to track workflow state or maintain a history of actions"],"best_for":["teams without database administration expertise","workflows requiring lightweight state management","small to medium-scale data storage needs (exact capacity limits not documented)"],"limitations":["Storage capacity and row limits not documented; unclear if tables scale to large datasets","Query capabilities limited to filtering and sorting; no complex joins or aggregations documented","No built-in backup or disaster recovery; data loss risk if Zapier infrastructure fails","No API for direct table access outside of workflows; tables are workflow-scoped","Performance characteristics not documented; unclear if large tables impact workflow latency","No version control or audit trail for table data changes"],"requires":["Zapier account (any plan; Tables included on all plans)","Workflow that reads or writes to the table"],"input_types":["structured data from workflow steps","form submissions","API responses"],"output_types":["table rows (as JSON objects)","filtered or sorted result sets","aggregated values"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_8","uri":"capability://data.processing.analysis.form.based.data.collection.and.submission","name":"form-based-data-collection-and-submission","description":"Provides customizable web forms that collect user input and trigger workflows automatically. Forms are embedded or linked from websites, emails, or applications and submit data directly into Zapier workflows. Supports field validation, conditional visibility, and custom styling. Form submissions trigger workflows that can process, enrich, or route the collected data to downstream applications. Enables no-code data collection without building custom web forms or managing form backends.","intents":["I want to collect customer feedback or inquiries without building a custom form","I need to capture lead information and automatically route it to my CRM","I want to create a survey or questionnaire that triggers automated workflows","I need to collect data from external users without giving them access to my apps"],"best_for":["marketing teams collecting leads or feedback","customer support teams gathering intake information","non-technical users creating data collection workflows","teams needing quick form deployment without development"],"limitations":["Form customization capabilities not documented; unclear if advanced styling or conditional logic is supported","Form submission limits not specified; unclear if there are rate limits or submission caps","No built-in CAPTCHA or spam protection mentioned; unclear how forms prevent abuse","Form analytics and submission tracking not documented","No A/B testing or multivariate testing capabilities mentioned","Form data retention and privacy policies not detailed"],"requires":["Zapier account (any plan; Forms included on all plans)","Workflow to process form submissions","Website or email to embed or link the form"],"input_types":["text fields","email addresses","phone numbers","dropdown selections","file uploads (if supported)"],"output_types":["structured form submission data","workflow trigger events","data routed to integrated apps"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__cap_9","uri":"capability://automation.workflow.autonomous.24.7.agent.execution","name":"autonomous-24-7-agent-execution","description":"Enables AI agents built with Zapier SDK or MCP integration to execute workflows autonomously without human intervention, running continuously across business tools. Agents can monitor triggers, make decisions, and take actions based on business logic or AI reasoning. Supports scheduled execution, event-based triggers, and long-running agent loops. Provides centralized monitoring and control through Zapier's admin dashboard. Enables use cases like customer support automation, lead scoring, and inventory management without manual workflow initiation.","intents":["I want an AI agent to monitor my business tools and take actions automatically","I need to automate customer support by routing tickets and generating responses","I want to continuously score and enrich leads without manual intervention","I need an agent to manage inventory or order fulfillment 24/7"],"best_for":["enterprises automating mission-critical business processes","teams deploying AI agents for customer-facing automation","organizations needing continuous monitoring and action"],"limitations":["Agent execution model not documented; unclear if agents run continuously or are triggered periodically","Concurrent agent execution limits not specified; unclear how many agents can run simultaneously","Agent failure recovery and restart behavior not documented","No explicit SLA or uptime guarantee for agent execution","Agent resource limits (memory, CPU, execution time) not specified","Monitoring and debugging capabilities for long-running agents not detailed"],"requires":["Zapier account (any plan)","AI agent built with Zapier SDK or MCP integration","Connected app credentials for actions the agent will execute","Defined triggers or scheduling for agent activation"],"input_types":["trigger events from integrated apps","scheduled time intervals","agent reasoning and decision logic"],"output_types":["autonomous workflow executions","actions taken in integrated apps","execution logs and monitoring data"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"zapier-ai__headline","uri":"capability://automation.workflow.ai.powered.automation.platform","name":"ai-powered automation platform","description":"Zapier AI is an AI-powered automation platform that connects over 6,000 apps, enabling users to create workflows using natural language for seamless task automation and integration.","intents":["best AI automation platform","automation for business workflows","AI tools for app integration","how to automate tasks with AI","top platforms for workflow automation"],"best_for":["business automation","task integration","workflow management"],"limitations":["requires user-defined workflows"],"requires":["internet connection"],"input_types":["text commands","API requests"],"output_types":["automated tasks","integrated workflows"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":58,"verified":false,"data_access_risk":"high","permissions":["Zapier account (free or paid)","Connected app credentials for at least one source and destination app","Internet connection for cloud-based Copilot inference","Zapier account (Professional plan or higher for unlimited steps)","Connected app credentials for each app in the workflow","Trigger source (event, schedule, or webhook)","Internet connectivity for cloud execution","Zapier Professional plan or higher","Custom application or API with HTTP endpoint","Endpoint must be publicly accessible and respond to HTTP requests"],"failure_modes":["Free plan limited to daily message limits with Copilot (exact limit not specified); unlimited on paid plans","Copilot may misinterpret complex conditional logic or multi-branch workflows requiring manual refinement","Limited to workflows that can be expressed through Zapier's trigger-action model; custom logic requires Code steps","No guarantee of optimal workflow design; generated workflows may not follow performance best practices","Free plan limited to two-step Zaps only; unlimited actions require paid plans","Maximum workflow complexity not documented (unclear limits on conditional branches, step count, or nesting depth)","Execution latency and throughput specifications not published; dependent on third-party app API performance","No on-premises deployment option; cloud-only execution","Timeout behavior for long-running workflows not specified","Concurrent execution limits per account not documented","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7,"quality":0.9,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.28,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:34.804Z","last_scraped_at":null,"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=zapier-ai","compare_url":"https://unfragile.ai/compare?artifact=zapier-ai"}},"signature":"DWOqyWShXKmrdRqlPBFrc3C0sf1nySSNh9y+t0XHMCE8Uaot9XDTKQh19gBVUwVkvMGyYO2J5qA9a4Bb0XAZCQ==","signedAt":"2026-06-21T20:12:13.284Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/zapier-ai","artifact":"https://unfragile.ai/zapier-ai","verify":"https://unfragile.ai/api/v1/verify?slug=zapier-ai","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"}}