{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_mydataninja","slug":"mydataninja","name":"MyDataNinja","type":"product","url":"https://mydataninja.com","page_url":"https://unfragile.ai/mydataninja","categories":["app-builders"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_mydataninja__cap_0","uri":"capability://automation.workflow.unified.email.marketing.automation.with.behavioral.triggers","name":"unified email marketing automation with behavioral triggers","description":"Enables marketers to design multi-step email sequences triggered by user actions (e.g., cart abandonment, link clicks, form submissions) within a single dashboard. The platform likely uses event-based workflow engines that listen to user behavior signals and execute templated email campaigns based on conditional logic rules. Integrates with website tracking pixels and form submissions to capture behavioral data that feeds into trigger conditions.","intents":["I want to automatically send follow-up emails when customers abandon their shopping carts without manually managing each sequence","I need to segment my email list based on user behavior and send targeted messages to different groups","I want to set up drip campaigns that respond to specific user actions like clicking a link or downloading a resource"],"best_for":["Small e-commerce businesses managing customer nurturing workflows with limited marketing operations staff","SaaS companies automating lead nurturing sequences across multiple product touchpoints","Budget-conscious marketers who need basic automation without enterprise segmentation complexity"],"limitations":["Segmentation granularity is limited compared to HubSpot or ActiveCampaign — lacks advanced behavioral scoring and predictive audience modeling","Trigger conditions are rule-based rather than AI-driven, requiring manual setup of conditional logic rather than intelligent pattern detection","No native support for multi-channel orchestration — email automation doesn't automatically coordinate with SMS or push notifications"],"requires":["Active email list with subscriber data (minimum 100 contacts recommended for meaningful automation)","Website integration via tracking pixel or API for behavioral event capture","Email service provider credentials or native email sending capability"],"input_types":["email templates (HTML/plain text)","user behavior events (clicks, form submissions, purchases)","audience segments (CSV upload or API-synced lists)","conditional logic rules (if-then workflow definitions)"],"output_types":["scheduled email campaigns","delivery reports with open/click metrics","audience segment lists","workflow execution logs"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_mydataninja__cap_1","uri":"capability://automation.workflow.cross.platform.ppc.campaign.management.with.unified.budget.allocation","name":"cross-platform ppc campaign management with unified budget allocation","description":"Provides a centralized interface to create, monitor, and manage paid advertising campaigns across Google Ads and Facebook Ads platforms from a single dashboard. The platform abstracts away platform-specific APIs and campaign structures, translating user inputs into native campaign configurations for each platform. Likely uses API connectors to Google Ads and Facebook Marketing APIs to read campaign performance data and push campaign updates bidirectionally.","intents":["I want to manage Google Ads and Facebook Ads campaigns from one dashboard instead of logging into multiple platforms","I need to allocate my total PPC budget across Google and Facebook based on performance without manually adjusting each platform","I want to see consolidated reporting across all my paid advertising channels in a single view"],"best_for":["Small to mid-market e-commerce businesses running ads on multiple platforms with limited PPC management staff","SaaS companies managing lead generation campaigns across Google and Facebook simultaneously","Marketing teams seeking operational efficiency through consolidated campaign management"],"limitations":["Real-time performance analytics and A/B testing depth cannot match standalone platforms like Optmyzr or Kenshoo, which offer granular conversion tracking and statistical significance testing","Platform-specific advanced features (e.g., Google's Smart Bidding with conversion value tracking, Facebook's dynamic creative optimization) may be abstracted away or simplified","No support for programmatic display advertising, LinkedIn Ads, or other emerging channels — limited to Google and Facebook only","Bidding strategy customization is constrained by the abstraction layer — advanced rules-based bidding may require direct platform access"],"requires":["Active Google Ads account with API access enabled","Active Facebook Ads account with Marketing API permissions","Conversion tracking pixels installed on website (Google Analytics 4 or Facebook Pixel)","Minimum monthly ad spend of $100-500 to generate meaningful optimization data"],"input_types":["campaign briefs (name, budget, target audience, keywords/interests)","ad creative assets (images, headlines, descriptions, landing page URLs)","audience targeting parameters (demographics, interests, keywords, lookalike audiences)","budget allocation rules (percentage split or absolute spend limits per platform)"],"output_types":["campaign configurations (native to Google Ads and Facebook Ads)","performance dashboards (impressions, clicks, conversions, ROAS, CPC)","budget allocation recommendations","campaign optimization alerts"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_mydataninja__cap_2","uri":"capability://automation.workflow.automated.ppc.bid.optimization.across.ad.platforms","name":"automated ppc bid optimization across ad platforms","description":"Implements algorithmic bid adjustment logic that automatically increases or decreases bids for keywords, audiences, or placements based on real-time performance metrics (conversion rate, ROAS, CPC). The system likely uses historical performance data and machine learning models to predict optimal bid amounts that maximize return on ad spend within budget constraints. Executes bid changes directly via platform APIs on a scheduled basis (hourly, daily, or continuous).","intents":["I want my PPC bids to automatically adjust based on performance without manually tweaking them daily","I need to maximize my return on ad spend by bidding higher on high-converting keywords and lower on underperformers","I want to maintain a target cost-per-acquisition across my campaigns without constant manual intervention"],"best_for":["E-commerce businesses with high transaction volume where bid optimization ROI justifies automation","SaaS companies running lead generation campaigns where conversion value is consistent and predictable","Marketing teams lacking PPC expertise who benefit from algorithmic bid management"],"limitations":["Bid optimization algorithms are likely rule-based rather than advanced machine learning models — cannot match the predictive sophistication of Google's Smart Bidding or Facebook's automated rules","Optimization requires sufficient conversion volume to generate statistically significant performance signals — ineffective for low-volume campaigns or niche audiences","No support for advanced bidding strategies like target ROAS or maximize conversion value with constraints — limited to simpler CPC/CPA optimization","Bid changes may lag behind real-time market conditions by hours or days depending on update frequency"],"requires":["Minimum 50-100 conversions per keyword/audience per week for reliable optimization signals","Conversion tracking properly configured and validated in Google Ads and Facebook Ads","Historical performance data (minimum 2-4 weeks) to establish baseline performance patterns","API access to bid management endpoints in Google Ads and Facebook Marketing APIs"],"input_types":["performance metrics (conversions, conversion rate, ROAS, CPC, impressions, clicks)","optimization parameters (target CPA, target ROAS, bid adjustment rules)","budget constraints (daily/monthly limits, minimum/maximum bid ranges)","historical campaign data (past 30-90 days of performance)"],"output_types":["bid adjustment recommendations (percentage increase/decrease per keyword or audience)","executed bid changes (applied directly to Google Ads and Facebook Ads)","optimization performance reports (impact of bid changes on ROAS and CPA)","alerts for underperforming keywords or audiences"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_mydataninja__cap_3","uri":"capability://data.processing.analysis.consolidated.marketing.performance.dashboard.with.cross.channel.metrics","name":"consolidated marketing performance dashboard with cross-channel metrics","description":"Aggregates performance data from email marketing campaigns and PPC advertising into a unified dashboard displaying key metrics (opens, clicks, conversions, spend, ROAS, ROI) across both channels. The system pulls data from email service provider APIs and ad platform APIs on a scheduled basis, normalizes metrics across different data schemas, and presents them in a single visualization interface. Likely includes custom report builders allowing marketers to filter by date range, campaign, audience, or channel.","intents":["I want to see how my email campaigns and paid ads are performing together without switching between platforms","I need to understand which channel (email or PPC) is driving more conversions and revenue for my business","I want to create custom reports showing email and PPC performance by product, audience segment, or time period"],"best_for":["Small marketing teams managing both email and PPC who need operational visibility without data analyst support","E-commerce businesses comparing channel performance to optimize marketing spend allocation","Founders and non-technical marketers who need intuitive dashboards rather than raw data exports"],"limitations":["Metric normalization across email and PPC may introduce inaccuracies — email opens are not directly comparable to ad impressions, and attribution models differ between channels","Real-time reporting is limited — data typically refreshes on hourly or daily schedules rather than continuously, creating lag in performance visibility","Advanced analytics features like cohort analysis, funnel visualization, or predictive forecasting are likely absent or simplified compared to dedicated analytics platforms","No native support for multi-touch attribution — cannot accurately assign credit across email and PPC touchpoints in a customer journey"],"requires":["Active email marketing campaigns with sufficient send volume (minimum 100 sends/week) to generate meaningful metrics","Active PPC campaigns with conversion tracking enabled","API credentials for email service provider and ad platforms","Conversion tracking properly configured to capture revenue or lead data"],"input_types":["email campaign data (sends, opens, clicks, conversions, revenue)","PPC campaign data (impressions, clicks, conversions, spend, revenue)","date range filters","segmentation parameters (by campaign, audience, product, channel)"],"output_types":["dashboard visualizations (charts, tables, KPI cards)","custom reports (PDF or CSV exports)","performance summaries (total conversions, revenue, ROI by channel)","trend analysis (week-over-week or month-over-month performance changes)"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_mydataninja__cap_4","uri":"capability://automation.workflow.audience.targeting.synchronization.between.email.and.ppc.channels","name":"audience targeting synchronization between email and ppc channels","description":"Enables marketers to define audience segments once and automatically apply them to both email marketing and PPC campaigns, ensuring consistent targeting across channels. The platform likely maintains a centralized audience database that syncs with email service provider list management and ad platform audience APIs. Supports uploading customer lists (CSV), defining rule-based segments (e.g., 'customers who purchased in last 30 days'), and pushing these segments to both email and ad platforms for targeting.","intents":["I want to target the same customer segment with both email and paid ads without manually recreating the audience in each platform","I need to create lookalike audiences in Facebook based on my best email subscribers and automatically sync them","I want to exclude customers who already converted from my PPC campaigns while continuing to email them nurture content"],"best_for":["E-commerce businesses running coordinated email and PPC campaigns to the same customer segments","SaaS companies managing lead nurturing across multiple channels with consistent audience definitions","Marketing teams seeking operational efficiency through single-source-of-truth audience management"],"limitations":["Audience synchronization latency — changes to segments may take 1-24 hours to propagate across platforms due to API rate limits and batch processing","Audience size limitations — some platforms (e.g., Facebook) require minimum audience sizes (typically 1,000+ users) for targeting, limiting effectiveness for niche segments","Data privacy constraints — syncing customer data across platforms requires compliance with GDPR, CCPA, and platform-specific data policies; platform may not handle consent management automatically","Limited audience enrichment — cannot append third-party data (e.g., firmographic data, purchase intent signals) to audiences for more sophisticated targeting"],"requires":["Customer database with email addresses and/or user IDs (minimum 500 records for meaningful segmentation)","Email service provider with list management API (e.g., Mailchimp, ConvertKit)","Facebook Ads account with Custom Audience API access","Google Ads account with Customer Match or Similar Audiences enabled","Proper data consent and privacy compliance (GDPR, CCPA) for customer data sharing"],"input_types":["customer lists (CSV with email, user ID, or phone number)","segment definitions (rule-based: e.g., 'purchased in last 30 days', 'opened email in last 7 days')","audience parameters (size, engagement level, purchase history)","exclusion rules (e.g., 'exclude customers who converted')"],"output_types":["synchronized audience segments in email platform","custom audiences in Facebook Ads","customer match lists in Google Ads","audience sync status and error logs"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_mydataninja__cap_5","uri":"capability://automation.workflow.freemium.tier.with.limited.feature.access.for.small.business.testing","name":"freemium tier with limited feature access for small business testing","description":"Offers a free tier of the platform with restricted functionality (e.g., limited email sends per month, capped PPC campaign count, basic reporting) to allow small businesses and individual marketers to test core workflows before committing to paid plans. The freemium model likely uses feature flags or account-level restrictions to enforce tier limits, with automatic upgrades to paid plans when usage exceeds thresholds or marketers manually upgrade.","intents":["I want to test email automation and PPC management without paying upfront to see if the platform fits my workflow","I need a low-cost solution for my small business that doesn't require enterprise-level features","I want to start with basic marketing automation and upgrade only when my business grows"],"best_for":["Solo entrepreneurs and small business owners testing marketing automation for the first time","Bootstrapped startups with limited marketing budgets seeking affordable tools","Marketers evaluating multiple platforms before committing to long-term contracts"],"limitations":["Free tier feature restrictions (e.g., limited email sends, capped campaign count, basic reporting) may become limiting quickly as business scales, forcing upgrade","Free tier users may have lower platform priority for support and feature requests compared to paid customers","Freemium model incentivizes feature limitations that may not reflect the platform's true capabilities — advanced features only available in paid tiers","Data export or migration tools may be restricted or unavailable in free tier, creating lock-in risk"],"requires":["Email address for account registration","Basic website or landing page for testing email campaigns and PPC ads","No credit card required for free tier signup"],"input_types":["account registration information","email list (small, for testing)","basic campaign setup (email template, ad creative)"],"output_types":["free tier account with limited feature access","basic reporting and analytics","upgrade prompts when usage limits are approached"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Active email list with subscriber data 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Google's Smart Bidding or Facebook's automated rules","Optimization requires sufficient conversion volume to generate statistically significant performance signals — ineffective for low-volume campaigns or niche audiences","No support for advanced bidding strategies like target ROAS or maximize conversion value with constraints — limited to simpler CPC/CPA optimization","builder identity is not verified yet","no observed match outcomes 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