{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_botly","slug":"botly","name":"Botly","type":"product","url":"https://getbotly.com","page_url":"https://unfragile.ai/botly","categories":["chatbots-assistants"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_botly__cap_0","uri":"capability://automation.workflow.template.based.response.automation.with.voice.preservation","name":"template-based response automation with voice preservation","description":"Botly stores creator-authored response templates that can be triggered manually or conditionally based on incoming message patterns, preserving the creator's authentic voice through customizable placeholders and tone parameters rather than generating responses from scratch. The system maintains a library of pre-approved responses indexed by intent/category, allowing creators to scale repetitive interactions (DMs, comments) while ensuring brand consistency without generic bot-like output.","intents":["I want to auto-reply to common fan questions without sounding like a bot","I need to respond to 100+ DMs daily but maintain my personal voice","I want to ensure all my responses follow my brand tone and messaging guidelines"],"best_for":["solo content creators managing high-volume DMs across platforms","small community managers who need consistency without hiring support staff","creators who want automation without sacrificing authenticity"],"limitations":["Template-based approach cannot handle truly novel or context-specific queries requiring reasoning","No built-in NLU for semantic matching — likely uses keyword/pattern matching which requires manual template coverage","Customization is manual per-template; no learning from creator feedback to auto-improve templates over time"],"requires":["Active account on supported platform (Instagram, TikTok, YouTube, Twitter, etc.)","Creator must pre-author and maintain response templates","Platform API access with messaging permissions"],"input_types":["text (incoming DMs, comments, mentions)","template configuration (text with placeholders)"],"output_types":["text (templated response with variable substitution)","structured metadata (response category, timestamp, engagement metrics)"],"categories":["automation-workflow","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_botly__cap_1","uri":"capability://tool.use.integration.multi.platform.message.routing.and.aggregation","name":"multi-platform message routing and aggregation","description":"Botly integrates with multiple social platforms (Instagram, TikTok, YouTube, Twitter, etc.) via their native APIs or webhooks, centralizing incoming messages into a unified inbox and routing outgoing responses back to the originating platform with proper formatting and metadata preservation. The system maintains platform-specific context (user IDs, conversation threads, media attachments) to ensure responses land in the correct conversation thread with proper formatting.","intents":["I manage DMs across 5 platforms and want one unified inbox instead of switching apps","I want to respond to comments on Instagram and TikTok from a single dashboard","I need to ensure my response goes back to the right platform with the right formatting"],"best_for":["multi-platform creators (Instagram, TikTok, YouTube, Twitter simultaneously)","creators who want to consolidate fragmented messaging workflows","teams managing community across multiple social channels"],"limitations":["Limited to platforms Botly has built integrations for — not extensible to custom platforms or emerging social networks","Platform API rate limits and authentication token refresh cycles may cause message delivery delays during high-volume periods","No cross-platform conversation threading — messages from same user on different platforms appear as separate conversations"],"requires":["Active creator accounts on supported platforms (Instagram, TikTok, YouTube, Twitter minimum)","OAuth authentication with each platform to grant messaging permissions","Platform-specific API credentials or app tokens"],"input_types":["text messages from platform APIs","media attachments (images, videos) from platform webhooks","conversation metadata (user IDs, thread IDs, timestamps)"],"output_types":["unified message feed (aggregated across platforms)","platform-native responses (formatted per platform requirements)","conversation history with platform-specific metadata"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_botly__cap_2","uri":"capability://automation.workflow.conditional.message.triggering.with.pattern.matching","name":"conditional message triggering with pattern matching","description":"Botly implements pattern-matching logic (likely keyword/regex-based) to automatically detect incoming messages matching specific criteria and trigger corresponding response templates without manual intervention. The system evaluates incoming text against creator-defined rules (e.g., 'if message contains \"price\" then send pricing template') and executes the matched response, with optional manual review/approval before sending depending on creator settings.","intents":["I want to auto-reply to the same 10 questions without manually selecting a response each time","I need to trigger different responses based on what the user asks about","I want some auto-replies to go out instantly and others to wait for my approval"],"best_for":["creators with high-volume repetitive questions (FAQ-style interactions)","creators who want to reduce response latency for common queries","teams wanting to enforce approval workflows for sensitive responses"],"limitations":["Pattern matching is likely keyword/regex-based, not semantic — cannot understand intent variations (e.g., 'how much does it cost' vs 'pricing' vs 'what's the fee')","No context awareness across conversation history — each message evaluated in isolation, missing multi-turn conversation context","Rule maintenance burden grows with platform scale — creators must manually update patterns as new question variations emerge"],"requires":["Creator-defined trigger patterns (keywords, regex, or simple rule builder)","Response templates mapped to each trigger pattern","Platform messaging API with webhook support for real-time message detection"],"input_types":["text (incoming message content)","trigger rule definitions (keywords, regex patterns, or rule expressions)"],"output_types":["boolean (match/no-match decision)","selected response template ID","approval queue entry (if manual review enabled)"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_botly__cap_3","uri":"capability://automation.workflow.response.consistency.enforcement.across.conversations","name":"response consistency enforcement across conversations","description":"Botly maintains a centralized template library and enforces consistency by ensuring all responses to similar queries use the same approved messaging, tone, and information. The system tracks which templates are used for which query types, provides analytics on response coverage, and alerts creators when new question types lack assigned templates, preventing accidental brand voice drift or contradictory information across high-volume interactions.","intents":["I want to ensure all my fans get the same answer to 'when is your next stream'","I need to track which questions I'm not handling consistently","I want to audit my responses to make sure they match my brand guidelines"],"best_for":["creators managing 100+ daily interactions who need consistency without hiring staff","brands with strict messaging guidelines that must be enforced at scale","creators building community trust through reliable, consistent communication"],"limitations":["Consistency is only as good as the templates — if creator authors contradictory templates, system cannot detect or prevent this","No semantic deduplication — system cannot identify that two different templates answer the same question with conflicting info","Analytics likely limited to template usage counts, not deeper insights into response quality or user satisfaction"],"requires":["Creator-maintained template library with clear categorization","Regular review cycles to audit template coverage and accuracy","Platform messaging API to track which templates are used for which interactions"],"input_types":["response templates (text with metadata tags)","incoming messages (to match against templates)","creator feedback (to update templates)"],"output_types":["consistency report (template coverage by query type)","alerts for uncovered question types","usage analytics (which templates used most frequently)"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_botly__cap_4","uri":"capability://text.generation.language.variable.substitution.and.personalization.in.templates","name":"variable substitution and personalization in templates","description":"Botly's template system supports dynamic variable insertion (e.g., {{user_name}}, {{current_time}}, {{follower_count}}) that are populated at response time from message metadata or creator-configured data sources. This allows creators to send personalized responses at scale without manually editing each message, maintaining the feel of individual attention while automating the repetitive parts.","intents":["I want to say 'Hi {{user_name}}' in my auto-replies to make them feel personal","I want to include my current stream time in auto-replies without manually updating each template","I want to reference the user's question back to them in my response"],"best_for":["creators who want personalization at scale without manual effort","communities where personal touch matters (fan interactions, coaching, mentorship)","creators with dynamic information (stream schedules, pricing, availability) that changes frequently"],"limitations":["Variable substitution is limited to simple text replacement — no conditional logic (e.g., 'if follower_count > 10k then say X else say Y')","Data sources for variables are likely limited to platform-provided metadata (user name, timestamp) and creator-configured static values","No support for complex personalization like sentiment-aware tone adjustment or user-history-based customization"],"requires":["Template syntax supporting variable placeholders ({{variable_name}} or similar)","Access to message metadata (sender name, timestamp, platform user ID)","Creator-configured data sources for custom variables (stream schedule, pricing, etc.)"],"input_types":["template text with variable placeholders","message metadata (user name, timestamp, user ID)","creator-configured variable values"],"output_types":["personalized response text with variables substituted","validation report (missing or invalid variables)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_botly__cap_5","uri":"capability://automation.workflow.manual.response.override.and.approval.workflows","name":"manual response override and approval workflows","description":"Botly allows creators to manually review and approve/edit auto-triggered responses before sending, or to manually select a template for a specific message when no automatic trigger matches. The system queues pending responses for creator review, shows the matched template alongside the incoming message, and allows one-click approval, editing, or selection of an alternative template before the response is sent to the user.","intents":["I want to review auto-replies before they go out to make sure they're appropriate","I want to manually pick a response template for messages that don't match my auto-reply rules","I want to edit a template response slightly for a specific situation without changing the master template"],"best_for":["creators who want automation but need safety guardrails for sensitive interactions","teams with approval workflows or compliance requirements","creators handling edge cases that don't fit standard templates"],"limitations":["Manual review adds latency — responses don't go out instantly, defeating some automation benefits","Approval queue can become bottleneck during high-volume periods if creator cannot review fast enough","No suggested alternatives — creator must manually browse template library to find best match for non-matching messages"],"requires":["Creator dashboard with message queue and template selector","Real-time notification system to alert creator of pending approvals","Template library accessible from approval interface"],"input_types":["incoming message (text, metadata)","auto-matched template (if applicable)","creator approval decision (approve, edit, select alternative)"],"output_types":["approval queue entry","edited response text","sent message with metadata (template used, approval time, creator edits)"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_botly__cap_6","uri":"capability://data.processing.analysis.analytics.and.engagement.metrics.for.automated.responses","name":"analytics and engagement metrics for automated responses","description":"Botly tracks metrics on auto-replied messages including response rate, user engagement (likes, replies, follows), template performance (which templates get highest engagement), and response latency. The system provides dashboards showing which templates are most effective, which question types get the most volume, and how automated responses compare to manual responses in terms of user engagement, helping creators optimize their template library over time.","intents":["I want to know which of my auto-reply templates get the best engagement","I want to see which questions my fans ask most often","I want to compare how my auto-replies perform vs my manual responses"],"best_for":["data-driven creators who want to optimize their response strategy","creators with large audiences where small engagement improvements compound","teams managing multiple creators who want to benchmark response performance"],"limitations":["Analytics likely limited to basic metrics (response rate, engagement counts) — no advanced attribution or causal analysis","No A/B testing framework — creators cannot systematically test template variations","Engagement metrics are platform-dependent and may not capture all relevant signals (e.g., DM conversion to followers)"],"requires":["Platform API access to engagement metrics (likes, replies, follows)","Message tracking to correlate responses with subsequent user actions","Analytics dashboard with visualization and export capabilities"],"input_types":["sent messages (template ID, timestamp, recipient)","platform engagement events (likes, replies, follows, shares)","user metadata (follower status, engagement history)"],"output_types":["engagement metrics dashboard","template performance report (engagement by template)","question volume analysis (frequency by query type)","exportable analytics data (CSV, JSON)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_botly__cap_7","uri":"capability://automation.workflow.freemium.tier.with.usage.limits.and.upgrade.path","name":"freemium tier with usage limits and upgrade path","description":"Botly offers a free tier with limited message volume (likely 50-500 messages/month), basic template features, and single-platform support, with clear upgrade paths to paid tiers unlocking higher message limits, more platforms, advanced features (approval workflows, analytics), and priority support. The freemium model is designed to let creators test the core automation workflow with minimal friction before committing to paid plans.","intents":["I want to try Botly without paying to see if it saves me time","I want to start with one platform and add more as I grow","I want to understand the pricing before committing to a paid plan"],"best_for":["solo creators testing automation for the first time","small creators with modest DM volume (under 500/month)","creators evaluating multiple tools and want low-risk trial"],"limitations":["Free tier message limits likely force upgrade quickly for growing creators, creating friction","Feature parity between tiers unclear — some core features (analytics, approval workflows) may be paid-only","No free tier for multi-platform creators — single-platform limit on free tier reduces value for creators managing multiple channels"],"requires":["Email or social account for signup","Active account on supported platform","No credit card required for free tier (typical freemium model)"],"input_types":["creator signup information","platform authentication (OAuth)","usage data (message count, template count)"],"output_types":["free tier account with limited features","upgrade prompts when limits approached","paid tier options with feature/pricing tiers"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"high","permissions":["Active account on supported platform (Instagram, TikTok, YouTube, Twitter, etc.)","Creator must pre-author and maintain response templates","Platform API access with messaging permissions","Active creator accounts on supported platforms (Instagram, TikTok, YouTube, Twitter minimum)","OAuth authentication with each platform to grant messaging permissions","Platform-specific API credentials or app tokens","Creator-defined trigger patterns (keywords, regex, or simple rule builder)","Response templates mapped to each trigger pattern","Platform messaging API with webhook support for real-time message detection","Creator-maintained template library with clear categorization"],"failure_modes":["Template-based approach cannot handle truly novel or context-specific queries requiring reasoning","No built-in NLU for semantic matching — likely uses keyword/pattern matching which requires manual template coverage","Customization is manual per-template; no learning from creator feedback to auto-improve templates over time","Limited to platforms Botly has built integrations for — not extensible to custom platforms or emerging social networks","Platform API rate limits and authentication token refresh cycles may cause message delivery delays during high-volume periods","No cross-platform conversation threading — messages from same user on different platforms appear as separate conversations","Pattern matching is likely keyword/regex-based, not semantic — cannot understand intent variations (e.g., 'how much does it cost' vs 'pricing' vs 'what's the fee')","No context awareness across conversation history — each message evaluated in isolation, missing multi-turn conversation context","Rule maintenance burden grows with platform scale — creators must manually update patterns as new question variations emerge","Consistency is only as good as the templates — if creator authors contradictory templates, system cannot detect or prevent this","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.25,"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":"2026-05-24T12:16:29.715Z","last_scraped_at":"2026-04-05T13:23:42.552Z","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=botly","compare_url":"https://unfragile.ai/compare?artifact=botly"}},"signature":"LUS9SNjYRCxgXiqjvV9tmAq1pUwiB0/aIoQaBDI/Wj5JhQmZLbe6FdNJv9H9Aa8hpoySFYqS6qsGheOh/1HKDw==","signedAt":"2026-06-19T13:06:58.233Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/botly","artifact":"https://unfragile.ai/botly","verify":"https://unfragile.ai/api/v1/verify?slug=botly","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"}}