{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_scade","slug":"scade","name":"Scade","type":"product","url":"https://www.scade.pro","page_url":"https://unfragile.ai/scade","categories":["app-builders"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_scade__cap_0","uri":"capability://automation.workflow.visual.workflow.builder.for.marketing.automation","name":"visual workflow builder for marketing automation","description":"Provides a drag-and-drop interface for constructing multi-step marketing automation sequences without code. Users connect pre-built nodes (triggers, conditions, actions) in a directed acyclic graph (DAG) pattern, with the platform compiling these visual workflows into executable automation logic. The builder validates node connections, enforces conditional branching rules, and generates underlying automation instructions that execute against integrated third-party services.","intents":["I need to create an email nurture sequence triggered by form submissions without writing code","I want to build a multi-channel customer engagement workflow that branches based on user behavior","I need to set up automated lead scoring and routing to sales teams based on interaction patterns"],"best_for":["non-technical marketing managers and growth teams","small to mid-sized businesses without dedicated automation engineers","teams needing rapid iteration on marketing workflows without development cycles"],"limitations":["Complex conditional logic with nested branches becomes difficult to manage visually; workflows with >15 nodes become hard to read and maintain","No version control or rollback mechanism for workflow changes, making A/B testing and safe deployments challenging","Limited ability to express custom business logic beyond pre-built node types; advanced use cases require workarounds or custom configuration"],"requires":["Web browser with modern JavaScript support (Chrome, Firefox, Safari, Edge)","Active Scade account with appropriate plan tier","Integration credentials for at least one connected service (email provider, CRM, etc.)"],"input_types":["user events (form submissions, email opens, clicks)","structured data from connected systems (contact records, behavioral attributes)","conditional logic parameters (date ranges, numeric thresholds, text matching)"],"output_types":["automated actions (email sends, API calls, data updates)","workflow execution logs and analytics","triggered events to downstream systems"],"categories":["automation-workflow","no-code-platform"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_1","uri":"capability://automation.workflow.pre.built.marketing.automation.templates.with.customization","name":"pre-built marketing automation templates with customization","description":"Offers a library of pre-configured workflow templates for common marketing scenarios (welcome series, abandoned cart recovery, re-engagement campaigns) that users can clone and customize through the visual builder. Templates include pre-wired nodes, default timing, and example conditions that reduce setup time from hours to minutes. The platform stores templates as reusable blueprints that can be versioned and shared across team members.","intents":["I want to launch a welcome email series in minutes without designing the workflow from scratch","I need to set up an abandoned cart recovery campaign with industry best-practice timing","I want to clone a successful workflow from one product line and adapt it for another segment"],"best_for":["marketing teams with limited automation experience","businesses needing rapid time-to-value for standard marketing use cases","organizations seeking to enforce marketing best practices across teams"],"limitations":["Template library appears limited in scope; primarily covers basic email and SMS workflows, with minimal coverage for advanced channels (push notifications, in-app messaging, SMS with rich media)","Customization is constrained to parameter changes (email content, timing intervals); structural changes to template workflows require rebuilding from scratch","No template versioning or rollback; updates to shared templates affect all instances, risking unintended changes to active campaigns"],"requires":["Active Scade account with marketing automation plan","Basic understanding of marketing funnel concepts (awareness, consideration, conversion)","Access to at least one integrated communication channel (email service, SMS provider)"],"input_types":["template selection from library","customization parameters (sender name, email subject lines, timing delays)","audience segment definitions"],"output_types":["instantiated workflow ready for activation","campaign performance metrics and analytics","execution logs showing template-based actions"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_10","uri":"capability://tool.use.integration.webhook.based.workflow.triggering.and.custom.integration.points","name":"webhook-based workflow triggering and custom integration points","description":"Accepts incoming webhooks from external systems to trigger workflows, allowing custom integrations beyond pre-built connectors. Webhooks are configured with URL endpoints and optional authentication (API keys, OAuth), and the platform validates webhook payloads before triggering workflows. Webhook data is available as variables in workflows, enabling dynamic behavior based on external system events.","intents":["I want to trigger a workflow when a new order is created in my e-commerce platform","I need to send a notification to Slack when a high-value lead is created in my custom system","I want to integrate with a third-party system that's not in the pre-built connector list"],"best_for":["organizations with custom or niche systems that need integration","businesses wanting to extend Scade's capabilities beyond pre-built connectors","technical teams building custom integrations"],"limitations":["Webhook authentication options may be limited; unclear if the platform supports all common authentication methods (OAuth 2.0, mutual TLS, custom headers)","Webhook payload validation and error handling are not documented; unclear how the platform handles malformed payloads or failed webhook deliveries","No webhook retry logic or dead-letter queue mentioned; failed webhook deliveries may be lost without visibility"],"requires":["External system capable of sending HTTP webhooks","Webhook URL and authentication credentials configured in Scade","Workflow defined to handle webhook payloads"],"input_types":["webhook payloads (JSON, form-encoded)","webhook authentication credentials","workflow definitions"],"output_types":["triggered workflows","webhook delivery logs","error notifications"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_11","uri":"capability://data.processing.analysis.contact.database.and.user.profile.management.with.data.enrichment","name":"contact database and user profile management with data enrichment","description":"Maintains a centralized contact database storing user profiles with attributes (name, email, company, custom fields) synced from integrated CRMs or uploaded directly. The platform supports data enrichment through integrations with third-party data providers (if available) and deduplication of contacts across sources. User profiles are updated in real-time as data changes in integrated systems, and custom fields can be added to extend the data model.","intents":["I want to maintain a single source of truth for customer data across multiple systems","I need to deduplicate contacts that exist in multiple CRM systems","I want to enrich contact records with additional data from third-party providers"],"best_for":["marketing teams managing customer data across multiple systems","organizations needing data deduplication and consolidation","businesses wanting to build a unified customer view"],"limitations":["Data enrichment capabilities are not clearly documented; unclear what third-party data providers are supported or how enrichment is triggered","Deduplication logic and matching rules are not documented; unclear how the platform identifies duplicate contacts or handles conflicts when merging records","Data sync frequency and latency are not specified; unclear how quickly changes in integrated systems are reflected in Scade's contact database"],"requires":["Integrated CRM or data source configured","Contact data available in integrated systems or uploaded directly","Custom fields defined for extended data model"],"input_types":["contact records from integrated CRMs","uploaded contact lists (CSV, etc.)","custom field definitions","data enrichment requests"],"output_types":["unified contact database","deduplicated contact records","enriched user profiles","data sync logs"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_2","uri":"capability://tool.use.integration.multi.channel.integration.orchestration.with.unified.data.mapping","name":"multi-channel integration orchestration with unified data mapping","description":"Manages connections to external marketing and business tools (email providers, CRMs, analytics platforms, webhooks) through a centralized integration hub. The platform abstracts API differences across providers using a unified data mapping layer that translates between Scade's internal data model and each service's API schema. Integrations are configured once and reused across workflows, with credential management and rate-limiting handled centrally.","intents":["I need to send emails through my existing email service provider while syncing contact data to my CRM","I want to trigger Slack notifications and webhook calls based on marketing events without managing multiple API connections","I need to map custom contact fields from my CRM to email provider fields automatically"],"best_for":["marketing teams using multiple SaaS tools that need to communicate","businesses wanting to avoid custom integration development","organizations seeking centralized credential and API management"],"limitations":["Integration ecosystem is limited compared to Zapier (1000+ apps) or Make (1000+ apps); Scade supports primarily mainstream marketing tools, with gaps in niche or enterprise systems","Data mapping is one-directional or limited to simple field matching; complex transformations (nested objects, conditional field mapping, data aggregation) require custom configuration or workarounds","Rate limiting and retry logic are platform-managed with no user control; high-volume workflows may hit throttling limits without visibility into backoff strategies"],"requires":["API credentials or OAuth tokens for each integrated service","Understanding of target service's data schema and field requirements","Network connectivity and firewall rules allowing Scade's IP ranges to reach external APIs"],"input_types":["API credentials (API keys, OAuth tokens, webhooks)","field mapping definitions (source field → target field)","event triggers from Scade workflows"],"output_types":["API calls to external services","data synced to integrated platforms","webhook payloads to custom endpoints","integration status and error logs"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_3","uri":"capability://automation.workflow.event.driven.workflow.triggering.with.conditional.logic","name":"event-driven workflow triggering with conditional logic","description":"Executes workflows in response to external events (form submissions, email opens, API webhooks, scheduled times) using an event-driven architecture. The platform evaluates conditional logic (if-then-else branches) based on event attributes and stored user data, determining which workflow path to execute. Conditions support multiple operators (equals, contains, greater-than, date comparisons) and can reference both event data and user profile attributes from integrated systems.","intents":["I want to send different emails based on which form a user submitted","I need to trigger a workflow only if a contact has opened more than 3 emails in the past week","I want to execute different actions based on the user's segment or custom attributes from my CRM"],"best_for":["marketing teams building behavior-triggered campaigns","businesses needing personalized customer journeys based on user attributes","organizations automating multi-step workflows with branching logic"],"limitations":["Conditional logic is limited to simple AND/OR combinations; complex nested conditions or multi-level branching become difficult to manage visually","Event data retention is not clearly documented; unclear how long event history is available for conditions that reference past behavior","No support for complex temporal logic (e.g., 'trigger if user opened email within 24 hours AND clicked within 48 hours'); time-based conditions are limited to simple date comparisons"],"requires":["Event source configured (form, webhook, email service integration, scheduled trigger)","User profile data available in connected CRM or Scade's data store","Conditional logic defined in the workflow builder"],"input_types":["event payloads (form submission data, webhook data, scheduled trigger signals)","user profile attributes (segment, custom fields, historical behavior)","conditional logic rules"],"output_types":["workflow execution decision (which branch to follow)","triggered actions (email send, API call, data update)","execution logs with condition evaluation results"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_4","uri":"capability://data.processing.analysis.campaign.performance.analytics.and.execution.monitoring","name":"campaign performance analytics and execution monitoring","description":"Tracks workflow execution metrics (sends, opens, clicks, conversions) and provides dashboards showing campaign performance across channels. The platform aggregates data from integrated services (email open rates from email provider, click data from links, conversion data from CRM) and correlates it with workflow execution logs. Analytics are updated in near-real-time and support filtering by date range, audience segment, and workflow variant.","intents":["I need to see how many emails were sent, opened, and clicked for my welcome series","I want to compare performance across different workflow variants to identify the best-performing version","I need to understand which campaigns are driving conversions and revenue impact"],"best_for":["marketing managers tracking campaign ROI and performance","teams running A/B tests on marketing workflows","businesses needing visibility into automation execution and effectiveness"],"limitations":["Analytics are limited to metrics available from integrated services; custom metrics or business-specific KPIs require manual integration or external tools","Attribution modeling is not mentioned; unclear how the platform handles multi-touch attribution or credit assignment across multiple campaigns","Data latency is not specified; analytics may not reflect real-time performance, limiting ability to make quick optimization decisions"],"requires":["Active workflows with execution history","Integrated services configured to track relevant metrics (email opens, clicks, conversions)","Sufficient execution volume to generate meaningful analytics"],"input_types":["workflow execution logs","event data from integrated services (email metrics, conversion events)","user interaction data"],"output_types":["performance dashboards and reports","metric aggregations (send count, open rate, click rate, conversion rate)","filtered views by date, segment, or workflow variant"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_5","uri":"capability://data.processing.analysis.user.segmentation.and.audience.targeting.based.on.attributes.and.behavior","name":"user segmentation and audience targeting based on attributes and behavior","description":"Enables creation of audience segments based on user attributes (demographics, custom fields), behavioral data (email engagement, purchase history), and temporal conditions (signup date, last activity). Segments are defined using a visual rule builder that supports AND/OR logic and can reference data from integrated CRMs or Scade's internal user database. Segments are evaluated dynamically and can be used as workflow triggers or to personalize campaign content.","intents":["I want to target only users who signed up in the last 30 days with a special onboarding campaign","I need to create a segment of high-engagement users (opened >5 emails) for VIP treatment","I want to exclude users who have already converted from my re-engagement campaign"],"best_for":["marketing teams building personalized customer journeys","businesses with complex audience targeting requirements","organizations wanting to maximize campaign relevance through segmentation"],"limitations":["Segment evaluation is not real-time; segments may be refreshed on a schedule (hourly, daily) rather than immediately, causing delays in targeting precision","Segment size and composition visibility is unclear; no indication of how many users match a segment or how to preview segment membership before activating campaigns","No support for predictive segmentation (e.g., propensity scoring, churn prediction); segmentation is limited to rule-based logic on historical data"],"requires":["User data available in integrated CRM or Scade's data store","Segment rules defined using the visual rule builder","Sufficient user data to create meaningful segments"],"input_types":["user attributes (demographics, custom fields, profile data)","behavioral data (engagement metrics, purchase history, interaction events)","temporal conditions (date ranges, time-since-event)"],"output_types":["segment definitions and rules","segment membership lists","segment-based workflow triggers and personalization"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_6","uri":"capability://text.generation.language.email.content.personalization.with.dynamic.variable.substitution","name":"email content personalization with dynamic variable substitution","description":"Allows insertion of dynamic variables (contact name, company, custom attributes) into email templates using a template syntax (e.g., {{firstName}}, {{customField}}). The platform resolves variables at send time by fetching values from user profiles in integrated CRMs or Scade's data store. Personalization supports conditional blocks (show content only if a variable exists) and basic formatting (uppercase, lowercase, date formatting).","intents":["I want to personalize emails with the recipient's first name and company","I need to show different email content based on whether a user has a specific attribute","I want to include dynamic content like 'days since signup' or formatted dates in emails"],"best_for":["marketing teams sending personalized email campaigns","businesses wanting to increase email engagement through personalization","organizations with customer data in integrated CRMs"],"limitations":["Personalization is limited to simple variable substitution; no support for complex logic like loops, calculations, or conditional formatting beyond basic if-exists checks","Variable resolution depends on data availability in integrated systems; missing or incomplete user data may result in blank fields or template errors","No A/B testing of personalization approaches; unclear how to test different personalization strategies or measure their impact"],"requires":["Email template with variable placeholders","User profile data in integrated CRM or Scade's data store","Variable names matching available user attributes"],"input_types":["email template with variable placeholders","user profile data (attributes, custom fields)","conditional logic rules"],"output_types":["personalized email content with variables resolved","rendered emails ready for sending"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_7","uri":"capability://automation.workflow.workflow.scheduling.and.time.based.automation.triggers","name":"workflow scheduling and time-based automation triggers","description":"Enables scheduling of workflows to execute at specific times (one-time sends, recurring schedules) or after delays relative to trigger events (send email 1 hour after form submission, 3 days after signup). The platform manages a scheduler that queues workflow executions and respects timezone settings for scheduled sends. Recurring schedules support cron-like patterns (daily, weekly, monthly) with timezone awareness.","intents":["I want to send a follow-up email 24 hours after a user signs up","I need to schedule a weekly newsletter to go out every Monday at 9 AM in the recipient's timezone","I want to set up a one-time campaign to send at a specific date and time"],"best_for":["marketing teams automating time-sensitive campaigns","businesses needing timezone-aware scheduling across global audiences","organizations automating multi-step workflows with time delays"],"limitations":["Scheduler precision is not documented; unclear if scheduling is accurate to seconds or minutes, which matters for high-volume sends","No support for business-day scheduling (e.g., 'send on the next business day'); scheduling is limited to calendar dates and times","Timezone handling may be limited to user-level settings; unclear if individual contacts can have different timezone preferences"],"requires":["Workflow defined in the visual builder","Schedule configuration (one-time time, recurring pattern, or delay)","Timezone settings configured"],"input_types":["schedule configuration (date, time, recurrence pattern, timezone)","delay specifications (relative to trigger events)","workflow definition"],"output_types":["scheduled workflow executions","execution logs with scheduled send timestamps","confirmation of scheduled sends"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_8","uri":"capability://automation.workflow.workflow.versioning.and.a.b.testing.framework","name":"workflow versioning and a/b testing framework","description":"Allows creation of multiple workflow variants for A/B testing, with traffic splitting between versions and performance comparison. The platform tracks workflow versions, enables rollback to previous versions, and provides side-by-side performance metrics for variants. Traffic splitting can be configured as percentage-based (50/50, 80/20) or audience-based (segment A gets variant 1, segment B gets variant 2).","intents":["I want to test two different email subject lines to see which performs better","I need to safely deploy a workflow change with a gradual rollout (10% traffic initially)","I want to compare performance metrics between workflow variants to identify the winner"],"best_for":["marketing teams optimizing campaign performance through testing","organizations wanting to validate changes before full deployment","businesses running continuous experimentation on marketing workflows"],"limitations":["Statistical significance testing is not mentioned; unclear if the platform provides confidence intervals or p-values to determine if differences are statistically significant","Test duration and sample size requirements are not documented; unclear how long tests should run or how many users are needed for reliable results","No automatic winner selection or traffic shift; users must manually analyze results and update traffic allocation, increasing operational overhead"],"requires":["Active workflow with sufficient traffic to generate meaningful test results","Multiple workflow variants defined","Performance metrics available from integrated services"],"input_types":["workflow variants (different versions of the same workflow)","traffic split configuration (percentage or audience-based)","test duration or sample size"],"output_types":["variant performance metrics and comparison","statistical analysis (if available)","traffic allocation configuration"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_scade__cap_9","uri":"capability://automation.workflow.team.collaboration.and.workflow.sharing.with.role.based.access.control","name":"team collaboration and workflow sharing with role-based access control","description":"Enables multiple team members to collaborate on workflows with role-based access control (viewer, editor, admin). The platform manages user permissions, tracks changes to workflows, and allows sharing of templates and workflows across team members. Collaboration features include comments on workflows and change history, though real-time co-editing is not mentioned.","intents":["I want to share a workflow template with my team so they can use it for similar campaigns","I need to give my junior marketer permission to edit workflows but not delete them","I want to see who made changes to a workflow and when"],"best_for":["marketing teams with multiple members collaborating on campaigns","organizations needing to enforce governance and approval workflows","businesses wanting to share best practices and templates across teams"],"limitations":["Real-time co-editing is not mentioned; collaboration may be limited to sequential editing with potential for conflicts","Approval workflows or change request processes are not documented; unclear how organizations enforce review and approval before workflow activation","Audit logging and compliance features are not mentioned; unclear if the platform meets regulatory requirements for sensitive marketing data"],"requires":["Multiple team members with Scade accounts","Role-based access control configured","Shared workspace or organization setup"],"input_types":["user roles and permissions","workflow definitions to share","comments and feedback on workflows"],"output_types":["shared workflows and templates","change history and audit logs","permission configurations"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":38,"verified":false,"data_access_risk":"high","permissions":["Web browser with modern JavaScript support (Chrome, Firefox, Safari, Edge)","Active Scade account with appropriate plan tier","Integration credentials for at least one connected service (email provider, CRM, etc.)","Active Scade account with marketing automation plan","Basic understanding of marketing funnel concepts (awareness, consideration, conversion)","Access to at least one integrated communication channel (email service, SMS provider)","External system capable of sending HTTP webhooks","Webhook URL and authentication credentials configured in Scade","Workflow defined to handle webhook payloads","Integrated CRM or data source configured"],"failure_modes":["Complex conditional logic with nested branches becomes difficult to manage visually; workflows with >15 nodes become hard to read and maintain","No version control or rollback mechanism for workflow changes, making A/B testing and safe deployments challenging","Limited ability to express custom business logic beyond pre-built node types; advanced use cases require workarounds or custom configuration","Template library appears limited in scope; primarily covers basic email and SMS workflows, with minimal coverage for advanced channels (push notifications, in-app messaging, SMS with rich media)","Customization is constrained to parameter changes (email content, timing intervals); structural changes to template workflows require rebuilding from scratch","No template versioning or rollback; updates to shared templates affect all instances, risking unintended changes to active campaigns","Webhook authentication options may be limited; unclear if the platform supports all common authentication methods (OAuth 2.0, mutual TLS, custom headers)","Webhook payload validation and error handling are not documented; unclear how the platform handles malformed payloads or failed webhook deliveries","No webhook retry logic or dead-letter queue mentioned; failed webhook deliveries may be lost without visibility","Data enrichment capabilities are not clearly documented; unclear what third-party data providers are supported or how enrichment is triggered","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.2833333333333333,"quality":0.6799999999999999,"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":"2026-05-24T12:16:33.095Z","last_scraped_at":"2026-04-05T13:23:42.562Z","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=scade","compare_url":"https://unfragile.ai/compare?artifact=scade"}},"signature":"wj3UVjlsqstdo5nculEb5wIGH6AE4jjLHADh6xkgF3SiobMy6uvaBIWB87VluOeOCBeDKf8MW9QufGFINgG5AQ==","signedAt":"2026-06-22T03:51:20.523Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/scade","artifact":"https://unfragile.ai/scade","verify":"https://unfragile.ai/api/v1/verify?slug=scade","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"}}