{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_patronsai","slug":"patronsai","name":"PatronsAI","type":"agent","url":"https://patronsai.com","page_url":"https://unfragile.ai/patronsai","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_patronsai__cap_0","uri":"capability://data.processing.analysis.patreon.native.patron.tier.management.and.segmentation","name":"patreon-native patron tier management and segmentation","description":"Integrates directly with Patreon's API to read patron tier hierarchies, membership levels, and access rules, then applies rule-based logic to automatically segment patrons into tiers based on pledge amount, membership duration, and custom attributes. Uses Patreon's OAuth2 authentication flow to maintain persistent creator account connections without storing credentials, enabling real-time tier synchronization and patron list updates without manual intervention.","intents":["Automatically organize patrons into tier-based groups for targeted communication","Identify which patrons qualify for tier upgrades or downgrades based on pledge changes","Generate patron lists segmented by tier for exclusive content distribution","Track patron lifecycle events (new, churned, upgraded) to trigger automated workflows"],"best_for":["Patreon creators with 100+ patrons across multiple tiers seeking automated segmentation","Creators managing complex tier structures (5+ tiers) who need programmatic access to patron data","Community managers automating patron onboarding flows based on tier assignment"],"limitations":["Constrained by Patreon API rate limits (typically 300 requests/minute per creator account), causing delays in real-time sync for very large patron bases (10,000+)","Cannot access Patreon's internal recommendation or churn prediction models — only reads static tier and pledge data","No access to patron payment history or failed payment events, limiting ability to predict churn","Tier rules are read-only from Patreon; custom tier creation/modification must happen in Patreon dashboard"],"requires":["Active Patreon creator account with at least one patron tier configured","OAuth2 token grant from creator (one-time setup)","Patreon API v2 access (standard for all creators, no special approval needed)"],"input_types":["Patreon creator account credentials (via OAuth2)","Tier configuration rules (text-based thresholds: pledge amount, membership duration)"],"output_types":["Structured patron lists (JSON/CSV) segmented by tier","Patron lifecycle event logs (new/upgraded/downgraded/churned)","Tier membership reports with counts and aggregate pledge totals"],"categories":["data-processing-analysis","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_patronsai__cap_1","uri":"capability://text.generation.language.automated.patron.communication.templating.with.tier.aware.personalization","name":"automated patron communication templating with tier-aware personalization","description":"Generates customizable message templates for patron outreach (welcome emails, tier-specific announcements, re-engagement campaigns) using LLM-based text generation with Patreon context injection. Templates are parameterized with patron attributes (name, tier, pledge amount, join date) pulled from Patreon API, enabling one-to-many personalized messaging without manual per-patron customization. Supports both email and Patreon direct message channels.","intents":["Create personalized welcome messages for new patrons that reference their specific tier benefits","Draft tier-specific announcements (e.g., 'exclusive content for $10+ patrons') without manual rewrites","Generate re-engagement campaigns targeting patrons who haven't interacted in 30+ days","Compose thank-you messages acknowledging patron pledge increases with tier-specific perks"],"best_for":["Solo creators (1-3 person teams) managing 100-5,000 patrons who want to scale personalized communication without hiring community managers","Creators with multiple tiers who need to send tier-specific messaging at scale","Communities with high patron churn who need automated re-engagement workflows"],"limitations":["LLM-generated messages may lack the authentic voice and nuance that patrons expect from direct creator communication, risking perceived inauthenticity","Cannot access patron interaction history (comments, reactions, engagement metrics) from Patreon, limiting ability to personalize based on actual patron behavior","No built-in A/B testing framework — creators must manually test template variations","Patreon's direct message API has strict rate limits and no bulk messaging endpoint, forcing sequential message sends that can take hours for large patron bases","Template personalization limited to Patreon's exposed data fields (name, tier, pledge, join date); custom patron attributes not supported"],"requires":["Patreon creator account with patron base","OAuth2 token with messaging permissions","Email or Patreon direct message channel configured in PatronsAI"],"input_types":["Natural language prompt describing message intent (e.g., 'welcome message for new $5 tier patrons')","Optional template variables (patron name, tier, pledge amount, join date)","Target patron segment (all patrons, specific tier, date range)"],"output_types":["Rendered message text with personalization variables filled in","Batch message queue ready for send (email or Patreon DM)","Send logs with delivery status per patron"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_patronsai__cap_2","uri":"capability://text.generation.language.faq.and.patron.support.chatbot.with.patreon.context","name":"faq and patron support chatbot with patreon context","description":"Deploys a conversational AI agent trained on creator-provided FAQ content and Patreon-specific knowledge (tier benefits, pledge mechanics, common issues) to answer patron questions via chat interface. Uses retrieval-augmented generation (RAG) to ground responses in creator-provided documentation and Patreon API data, reducing hallucinations. Escalates complex questions to creator via flagged ticket system.","intents":["Answer repetitive patron questions about tier benefits, access, and pledge mechanics without creator involvement","Reduce creator support burden by automating first-line FAQ responses","Provide 24/7 patron support without hiring dedicated support staff","Escalate complex or sensitive patron issues to creator for manual review"],"best_for":["Creators with 500+ patrons experiencing high FAQ volume (10+ similar questions/week)","Communities with stable, well-documented tier structures and benefit explanations","Creators who can invest 1-2 hours upfront documenting FAQs and tier details for the chatbot"],"limitations":["Chatbot knowledge is static — requires manual FAQ updates by creator; no automatic learning from patron interactions","Cannot handle nuanced creative feedback, refund disputes, or sensitive patron relationship issues; escalation to creator is required","RAG quality depends entirely on FAQ documentation quality; poorly written FAQs produce unhelpful responses","No integration with Patreon's payment or dispute systems, limiting ability to resolve billing-related issues","Chatbot responses may feel generic or robotic, potentially frustrating patrons expecting authentic creator voice","No multi-language support — FAQ must be in single language"],"requires":["Patreon creator account","FAQ documentation (text, markdown, or PDF) covering tier benefits and common questions","Chat interface deployment (web widget, Discord bot, or Patreon DM integration)"],"input_types":["FAQ documents (text, markdown, PDF)","Patreon tier configuration data (via API)","Patron chat messages (text)"],"output_types":["Natural language chatbot responses","Escalation tickets for creator review","Chat analytics (common questions, resolution rate)"],"categories":["text-generation-language","memory-knowledge","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_patronsai__cap_3","uri":"capability://automation.workflow.content.scheduling.and.patron.access.rule.automation","name":"content scheduling and patron access rule automation","description":"Reads creator's content calendar and Patreon tier configuration, then automatically generates patron access rules (which tiers see which content, embargo periods, exclusive drops) based on creator-defined policies. Uses Patreon's content scheduling API to post content at optimal times and applies tier-based access controls without manual per-post configuration. Supports scheduling across multiple content types (posts, images, videos, attachments).","intents":["Automatically apply tier-based access rules to scheduled posts without manual per-post configuration","Schedule content drops at optimal times (e.g., weekday mornings) based on creator's audience timezone","Enforce embargo periods (e.g., 'public release 2 weeks after patron-exclusive drop')","Batch-schedule multiple posts with consistent tier access rules"],"best_for":["Creators with consistent content schedules (weekly or more frequent posts) who want to automate tier access rules","Creators managing multiple content types (posts, videos, images) with different tier access policies","Communities with clear tier-based content hierarchies (free, supporter, VIP)"],"limitations":["Patreon's content scheduling API has limited customization — cannot schedule posts more than 30 days in advance","Cannot optimize posting time based on patron engagement data; uses generic timezone-based heuristics","No support for dynamic content (e.g., 'post this only if patron count exceeds X') — rules are static","Tier access rules are binary (tier sees/doesn't see); no granular per-patron access control","Cannot schedule to multiple platforms simultaneously (e.g., Patreon + Twitter + Discord) — Patreon-only"],"requires":["Patreon creator account with content posting permissions","OAuth2 token with content scheduling scope","Defined tier structure and access policy (documented by creator)"],"input_types":["Content calendar (dates, titles, descriptions, media files)","Tier access policy rules (text: 'post visible to $5+ tiers', 'embargo 2 weeks before public')","Content metadata (type: post/image/video, attachments)"],"output_types":["Scheduled posts with tier access rules applied","Content calendar view with tier visibility indicators","Scheduling confirmation logs"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_patronsai__cap_4","uri":"capability://data.processing.analysis.patron.engagement.analytics.and.churn.prediction","name":"patron engagement analytics and churn prediction","description":"Aggregates patron interaction data from Patreon API (pledge history, comment activity, post views, membership duration) and applies statistical models to identify engagement trends and predict churn risk. Generates dashboards showing patron lifetime value, engagement scores by tier, and cohort retention rates. Flags high-risk patrons (declining engagement, approaching renewal date) for creator outreach.","intents":["Identify which patrons are at risk of churning based on declining engagement","Understand which tiers have highest retention and lifetime value","Track engagement trends over time to measure content effectiveness","Prioritize re-engagement outreach toward highest-value at-risk patrons"],"best_for":["Creators with 500+ patrons and 6+ months of history seeking data-driven retention insights","Creators managing multiple tiers who want to understand tier-specific retention patterns","Communities with high churn (>10% monthly) seeking to identify and prevent patron loss"],"limitations":["Churn prediction models are statistical approximations — cannot predict individual patron behavior with high confidence; false positive rate likely 30-40%","Patreon API does not expose comment or view-level engagement data; analytics limited to pledge history and membership duration","No access to patron sentiment or satisfaction data — cannot distinguish between 'disengaged but satisfied' and 'disengaged and likely to churn'","Analytics are historical/descriptive only; no prescriptive recommendations for content changes to improve retention","Cohort analysis requires 6+ months of historical data; new creators cannot use this capability effectively","Churn prediction models may exhibit bias toward long-term patrons, underestimating risk for newer patrons"],"requires":["Patreon creator account with 6+ months of patron history","OAuth2 token with analytics/data access scope","Minimum 100 patrons for statistically meaningful cohort analysis"],"input_types":["Patreon patron data (pledge history, membership duration, tier)","Optional: creator-provided engagement metrics (external analytics)"],"output_types":["Engagement dashboards (charts: retention by tier, lifetime value, engagement score)","Churn risk scores per patron (0-100 scale)","Cohort retention reports (% of patrons retained by month)","Flagged patron lists for outreach"],"categories":["data-processing-analysis","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_patronsai__cap_5","uri":"capability://automation.workflow.automated.patron.onboarding.workflow.with.tier.specific.sequences","name":"automated patron onboarding workflow with tier-specific sequences","description":"Orchestrates multi-step onboarding sequences triggered by patron pledge events (new patron, tier upgrade, tier downgrade) using Patreon webhook integration. Sequences are tier-specific (e.g., $5 tier gets different welcome sequence than $50 tier) and can include welcome messages, benefit explanations, exclusive content links, and survey requests. Uses state machine pattern to track onboarding progress and prevent duplicate messages.","intents":["Automatically welcome new patrons with tier-specific benefit explanations","Send exclusive onboarding content (welcome video, getting started guide) to new patrons","Trigger different onboarding flows for tier upgrades vs new patrons","Collect patron preferences or feedback via automated survey at onboarding"],"best_for":["Creators with 100+ monthly new patrons who want to scale personalized onboarding","Communities with complex tier structures (4+ tiers) requiring tier-specific onboarding","Creators seeking to improve new patron retention through structured onboarding"],"limitations":["Webhook delivery from Patreon is not guaranteed; failed webhooks may result in missed onboarding triggers for some patrons","Onboarding sequences are static and cannot adapt based on patron responses; no branching logic based on survey answers","Cannot send onboarding messages before patron pledge is confirmed in Patreon system, creating 1-2 hour delay","No integration with external onboarding tools (Typeform, Calendly); sequences limited to messaging and content links","Tier-specific sequences must be manually configured per tier; no template inheritance or reuse across similar tiers"],"requires":["Patreon creator account with webhook integration enabled","OAuth2 token with webhook and messaging permissions","Defined onboarding sequences per tier (text, content links, survey questions)"],"input_types":["Patreon webhook events (new patron, tier change)","Onboarding sequence definitions (messages, content links, surveys per tier)","Patron data from Patreon API (name, tier, pledge amount)"],"output_types":["Triggered onboarding messages (email or Patreon DM)","Onboarding progress tracking (which step patron is on)","Survey response logs","Onboarding completion metrics"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_patronsai__cap_6","uri":"capability://automation.workflow.patreon.to.external.platform.content.distribution.automation","name":"patreon-to-external-platform content distribution automation","description":"Syncs Patreon content (posts, attachments, metadata) to external platforms (Discord, email newsletter, website) using Patreon API to read content and platform-specific APIs (Discord webhooks, email service providers, CMS APIs) to distribute. Applies tier-based access rules during distribution (e.g., exclusive Discord channel for $10+ patrons, public website for free tier). Supports batch distribution and scheduling.","intents":["Automatically post Patreon content to Discord channels with tier-based access control","Distribute patron-exclusive content to email newsletter subscribers","Publish free-tier content to public website/blog automatically","Sync content metadata (title, description, tags) across platforms"],"best_for":["Creators with presence on multiple platforms (Patreon + Discord + email + website) seeking unified content distribution","Communities using Discord as secondary engagement platform who want tier-based channel access","Creators with public blog/website who want to automatically publish free-tier content"],"limitations":["Patreon API does not expose all content metadata (e.g., internal tags, scheduling notes); distribution loses creator context","Tier-based access control during distribution is creator-configured; no automatic mapping between Patreon tiers and Discord roles or email segments","Media attachments (images, videos) must be re-uploaded to each platform; no direct linking due to Patreon access restrictions","Discord distribution limited to text and embeds; video/audio requires separate upload to Discord","Email distribution requires integration with email service provider (Mailchimp, ConvertKit); no native email sending","No support for platform-specific content adaptation (e.g., different formatting for Discord vs email); content distributed as-is"],"requires":["Patreon creator account with content","OAuth2 token with content read permissions","External platform integrations: Discord webhook URL, email service API key, website CMS API key (varies by platform)","Tier-to-platform mapping configuration (e.g., '$10 tier → #vip-content Discord channel')"],"input_types":["Patreon posts (text, attachments, metadata)","Tier access rules (which tiers see which content)","Platform destination configuration (Discord channels, email lists, website sections)"],"output_types":["Distributed content on external platforms","Distribution logs (success/failure per platform)","Tier-based access control enforcement"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_patronsai__cap_7","uri":"capability://data.processing.analysis.creator.revenue.and.financial.reporting.with.patreon.data","name":"creator revenue and financial reporting with patreon data","description":"Aggregates Patreon financial data (pledge amounts, processing fees, net revenue, refunds) via Patreon API and generates financial reports (monthly revenue, tier revenue breakdown, churn impact on revenue, lifetime patron value). Exports data to accounting formats (CSV, JSON) for integration with accounting software (QuickBooks, Wave). Tracks revenue trends and forecasts based on historical data.","intents":["Generate monthly revenue reports for tax/accounting purposes","Understand which tiers generate most revenue and have best margins","Track impact of patron churn on monthly recurring revenue (MRR)","Forecast revenue based on historical growth trends"],"best_for":["Creators with 500+ patrons seeking detailed financial reporting for tax/accounting","Creators managing multiple tiers who want revenue breakdown by tier","Creators integrating Patreon revenue with accounting software (QuickBooks, Wave)"],"limitations":["Patreon API does not expose processing fees or net revenue; only gross pledge amounts available, requiring manual fee calculation","Revenue forecasting is statistical extrapolation; assumes linear growth and ignores external factors (seasonality, creator burnout, platform changes)","No integration with accounting software APIs; exports are manual CSV/JSON files requiring manual import","Tax reporting is not jurisdiction-specific; creators must manually adjust for local tax rules","Refund data may be incomplete or delayed in Patreon API; financial reports may not reflect actual cash received","No support for multi-creator accounts or revenue sharing; reports are single-creator only"],"requires":["Patreon creator account with 6+ months of financial history","OAuth2 token with financial data access scope","Optional: accounting software API key (QuickBooks, Wave) for automated export"],"input_types":["Patreon financial data (pledges, refunds, fees)","Historical revenue data (6+ months)","Accounting software configuration (optional)"],"output_types":["Monthly revenue reports (CSV, JSON, PDF)","Tier revenue breakdown","Revenue forecasts (3-12 month projections)","Churn impact analysis","Accounting software export files"],"categories":["data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"high","permissions":["Active Patreon creator account with at least one patron tier configured","OAuth2 token grant from creator (one-time setup)","Patreon API v2 access (standard for all creators, no special approval needed)","Patreon creator account with patron base","OAuth2 token with messaging permissions","Email or Patreon direct message channel configured in PatronsAI","Patreon creator account","FAQ documentation (text, markdown, or PDF) covering tier benefits and common questions","Chat interface deployment (web widget, Discord bot, or Patreon DM integration)","Patreon creator account with content posting permissions"],"failure_modes":["Constrained by Patreon API rate limits (typically 300 requests/minute per creator account), causing delays in real-time sync for very large patron bases (10,000+)","Cannot access Patreon's internal recommendation or churn prediction models — only reads static tier and pledge data","No access to patron payment history or failed payment events, limiting ability to predict churn","Tier rules are read-only from Patreon; custom tier creation/modification must happen in Patreon dashboard","LLM-generated messages may lack the authentic voice and nuance that patrons expect from direct creator communication, risking perceived inauthenticity","Cannot access patron interaction history (comments, reactions, engagement metrics) from Patreon, limiting ability to personalize based on actual patron behavior","No built-in A/B testing framework — creators must manually test template variations","Patreon's direct message API has strict rate limits and no bulk messaging endpoint, forcing sequential message sends that can take hours for large patron bases","Template personalization limited to Patreon's exposed data fields (name, tier, pledge, join date); custom patron attributes not supported","Chatbot knowledge is static — requires manual FAQ updates by creator; no automatic learning from patron interactions","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"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":"2026-05-24T12:16:32.437Z","last_scraped_at":"2026-04-05T13:23:42.560Z","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=patronsai","compare_url":"https://unfragile.ai/compare?artifact=patronsai"}},"signature":"M4xmaai0fzwDNJvF5qT783cxVwP83f7Pj0mKWX4VjSmpcuFt7W6E7HX049QMnW3GGItRtjVvcvMo6kwmV1blBw==","signedAt":"2026-06-20T16:28:53.158Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/patronsai","artifact":"https://unfragile.ai/patronsai","verify":"https://unfragile.ai/api/v1/verify?slug=patronsai","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"}}