{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-facebook","slug":"facebook","name":"Facebook","type":"repo","url":"https://www.facebook.com/ChatHelpAI","page_url":"https://unfragile.ai/facebook","categories":["automation"],"tags":[],"pricing":{"model":"unknown","free":false,"starting_price":null},"status":"pending_review","verified":false},"capabilities":[{"id":"awesome-facebook__cap_0","uri":"capability://automation.workflow.facebook.social.media.automation.and.posting","name":"facebook social media automation and posting","description":"Enables automated scheduling, composition, and publishing of content to Facebook pages and profiles through API integration with Facebook's Graph API. The system likely manages authentication tokens, handles rate limiting, and queues posts for scheduled delivery across multiple pages or accounts simultaneously.","intents":["Schedule social media posts in advance across multiple Facebook pages","Automate repetitive posting tasks without manual intervention","Manage content calendars and batch-publish curated content","Coordinate posting across multiple brand accounts from a single dashboard"],"best_for":["Social media managers handling multiple brand accounts","Marketing teams automating content distribution workflows","Small businesses without dedicated social media staff"],"limitations":["Subject to Facebook's API rate limits and quota restrictions","Requires valid Facebook app credentials and page admin permissions","Cannot bypass Facebook's content moderation or posting restrictions","Scheduled posts may be delayed if Facebook's infrastructure experiences issues"],"requires":["Facebook Business Account with page admin access","Valid Facebook App ID and App Secret","User access tokens with pages_manage_posts and pages_read_engagement permissions","Active internet connection for API calls"],"input_types":["text content","image URLs or file uploads","video URLs","scheduled datetime stamps","page identifiers"],"output_types":["post IDs","scheduling confirmation","engagement metrics","error logs"],"categories":["automation-workflow","social-media-management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-facebook__cap_1","uri":"capability://automation.workflow.multi.account.facebook.content.distribution","name":"multi-account facebook content distribution","description":"Manages simultaneous posting to multiple Facebook pages or accounts through a centralized interface, handling authentication context switching, permission validation, and batch operations. The system maintains separate API token management per account and coordinates timing across multiple endpoints to ensure synchronized or staggered publishing.","intents":["Post the same content to multiple brand pages with one action","Distribute different content variants to different audience segments","Manage posting schedules across regional or product-specific pages","Coordinate content rollout across franchise or multi-location accounts"],"best_for":["Enterprise marketing teams managing 10+ brand pages","Franchise networks with distributed social presence","Agencies managing client accounts at scale"],"limitations":["Each account requires separate authentication and permission grants","API quota is per-token, so managing many accounts increases rate-limit risk","No built-in conflict detection if same content posted to overlapping audiences","Requires maintaining secure storage of multiple access tokens"],"requires":["Multiple Facebook page admin credentials","Secure token management system (e.g., encrypted vault)","Permission to manage multiple pages via Facebook Business Account","API access tier supporting batch operations"],"input_types":["content templates","page ID lists","scheduling metadata","audience targeting parameters"],"output_types":["batch posting results","per-page success/failure status","aggregated engagement reports"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-facebook__cap_2","uri":"capability://data.processing.analysis.facebook.engagement.analytics.and.reporting","name":"facebook engagement analytics and reporting","description":"Retrieves and aggregates engagement metrics from Facebook pages using the Graph API's insights endpoints, collecting data on reach, impressions, reactions, comments, shares, and follower growth. The system likely caches metrics to reduce API calls and formats data for dashboard visualization or export.","intents":["Track post performance metrics across multiple pages","Generate weekly or monthly engagement reports","Identify top-performing content types and posting times","Monitor audience growth and demographic trends"],"best_for":["Social media analysts measuring campaign ROI","Content teams optimizing posting strategies","Marketing managers reporting to stakeholders"],"limitations":["Facebook Insights API has 28-day historical data limit for some metrics","Requires pages_read_engagement permission which may not be granted by all page admins","Demographic data is aggregated and may not match third-party analytics tools","Real-time metrics have 24-48 hour reporting delay"],"requires":["Facebook page with sufficient follower count (varies by metric type)","Access token with pages_read_engagement permission","Page admin or analyst role","API access to insights endpoints"],"input_types":["page IDs","date ranges","metric type specifications","breakdown parameters (by post, by day, etc.)"],"output_types":["JSON engagement metrics","CSV export files","dashboard-ready aggregated data","time-series data for trending"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-facebook__cap_3","uri":"capability://text.generation.language.conversational.ai.chatbot.for.facebook.messenger","name":"conversational ai chatbot for facebook messenger","description":"Deploys an AI-powered chatbot on Facebook Messenger that processes incoming messages through natural language understanding, maintains conversation context, and generates contextually appropriate responses. The system integrates with Facebook's Messenger Platform via webhooks to receive messages and uses an LLM backend (likely GPT or similar) to generate replies.","intents":["Provide 24/7 customer support without human agents","Answer frequently asked questions automatically","Qualify leads by gathering information through conversation","Route complex inquiries to human agents with context"],"best_for":["E-commerce businesses handling high message volume","Service businesses automating appointment booking","Support teams reducing response time for common queries"],"limitations":["LLM responses may hallucinate or provide inaccurate information without grounding in knowledge base","Conversation context is limited to current session unless explicitly persisted","Cannot handle complex multi-step transactions without human handoff","Requires training or prompt engineering to match brand voice and policies"],"requires":["Facebook Page with Messenger enabled","Facebook App with Messenger Platform permissions","Webhook URL for receiving messages (HTTPS required)","LLM API access (OpenAI, Anthropic, or self-hosted model)","Message queue or state store for conversation history"],"input_types":["text messages","message metadata (sender ID, timestamp)","conversation history"],"output_types":["text responses","quick reply buttons","structured message templates","handoff signals to human agents"],"categories":["text-generation-language","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-facebook__cap_4","uri":"capability://automation.workflow.facebook.lead.generation.form.automation","name":"facebook lead generation form automation","description":"Automates the creation, deployment, and data collection from Facebook Lead Ads forms, capturing user information directly within the Messenger or feed experience without requiring external landing pages. The system integrates with Facebook's Lead Ads API to manage form fields, handle submissions, and export leads to CRM systems or webhooks.","intents":["Collect customer information directly from Facebook ads","Reduce friction in lead capture by keeping users in Facebook ecosystem","Automatically sync leads to CRM or email marketing platform","A/B test different form configurations and field requirements"],"best_for":["B2B companies running lead generation campaigns","Real estate or automotive businesses capturing buyer information","Agencies managing lead funnels for multiple clients"],"limitations":["Lead Ads API requires business verification and may have approval delays","Form customization is limited compared to custom landing pages","Lead quality depends on Facebook's audience targeting accuracy","Requires separate CRM integration to prevent data silos"],"requires":["Facebook Business Account with Lead Ads access","Verified business identity on Facebook","Campaign with Lead Ads objective","CRM API credentials if automating lead sync","Webhook endpoint for receiving lead submissions"],"input_types":["form field definitions","lead ad campaign parameters","CRM mapping configuration","audience targeting criteria"],"output_types":["lead records with captured fields","JSON webhooks to external systems","CSV exports","CRM contact records"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":17,"verified":false,"data_access_risk":"high","permissions":["Facebook Business Account with page admin access","Valid Facebook App ID and App Secret","User access tokens with pages_manage_posts and pages_read_engagement permissions","Active internet connection for API calls","Multiple Facebook page admin credentials","Secure token management system (e.g., encrypted vault)","Permission to manage multiple pages via Facebook Business Account","API access tier supporting batch operations","Facebook page with sufficient follower count (varies by metric type)","Access token with pages_read_engagement permission"],"failure_modes":["Subject to Facebook's API rate limits and quota restrictions","Requires valid Facebook app credentials and page admin permissions","Cannot bypass Facebook's content moderation or posting restrictions","Scheduled posts may be delayed if Facebook's infrastructure experiences issues","Each account requires separate authentication and permission grants","API quota is per-token, so managing many accounts increases rate-limit risk","No built-in conflict detection if same content posted to overlapping audiences","Requires maintaining secure storage of multiple access tokens","Facebook Insights API has 28-day historical data limit for some metrics","Requires pages_read_engagement permission which may not be granted by all page admins","builder identity is not verified yet","artifact is still pending review"],"rank_breakdown":{"adoption":0.05,"quality":0.1,"ecosystem":0.25,"match_graph":0.25,"freshness":0.5,"weights":{"adoption":0.3,"quality":0.2,"ecosystem":0.15,"match_graph":0.3,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"pending_review","updated_at":"2026-06-17T09:51:03.039Z","last_scraped_at":"2026-05-03T14:00:10.321Z","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=facebook","compare_url":"https://unfragile.ai/compare?artifact=facebook"}},"signature":"86GGBKUUfPnYG5gJNyaUGnwPma1o3lWSQNzwjp1se18RkLwr8/KLehSVqQpUORqwOpt2aMRklGoQ91FysOQZCw==","signedAt":"2026-06-21T14:47:14.199Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/facebook","artifact":"https://unfragile.ai/facebook","verify":"https://unfragile.ai/api/v1/verify?slug=facebook","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"}}