{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_signals","slug":"signals","name":"Signals","type":"product","url":"https://getsignals.ai","page_url":"https://unfragile.ai/signals","categories":["automation"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_signals__cap_0","uri":"capability://sales.real.time.intent.signal.detection","name":"real-time intent signal detection","description":"Analyzes digital signals and behavioral data to identify prospects actively researching solutions in real-time. Detects buying intent signals such as website visits, content consumption, and technology stack changes to surface high-intent leads before competitors.","intents":["Find prospects who are actively looking for solutions like ours right now","Identify which companies are in active buying mode based on their online behavior","Prioritize warm leads over cold prospects by detecting research activity"],"best_for":["B2B sales teams with mature go-to-market strategies","Mid-market and enterprise sales organizations","Sales teams with defined target account lists"],"limitations":["Effectiveness depends on data quality and accuracy of third-party data sources","May miss prospects in markets not well-indexed by data providers","Requires clear definition of target audience to filter signal noise"],"requires":["Access to third-party behavioral data sources","Defined target market or account list","CRM integration for lead management"],"input_types":["target company list","industry/vertical parameters","product/solution keywords"],"output_types":["ranked lead list with intent scores","signal metadata (research topics, engagement level)","priority-ordered prospect database"],"categories":["sales","lead generation","prospecting"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_signals__cap_1","uri":"capability://sales.automated.multi.channel.outreach.orchestration","name":"automated multi-channel outreach orchestration","description":"Automates personalized outreach campaigns across email and LinkedIn at scale. Sequences messages based on prospect behavior and engagement patterns while maintaining personalization to increase response rates and reduce manual outreach work.","intents":["Send personalized emails and LinkedIn messages to hundreds of prospects without manual effort","Automatically follow up with prospects based on their engagement level","Coordinate outreach across multiple channels to increase contact rates"],"best_for":["Sales teams managing large prospect pipelines","Organizations with repetitive outreach workflows","Teams seeking to reduce manual prospecting time"],"limitations":["Personalization quality depends on available data fields","Email deliverability affected by sender reputation and list quality","LinkedIn automation subject to platform rate limits and policy restrictions"],"requires":["Email account integration","LinkedIn account access","Prospect contact data (email addresses, LinkedIn profiles)","Message templates or AI-generated copy"],"input_types":["prospect list (CSV, database)","email/LinkedIn templates","personalization variables","campaign scheduling parameters"],"output_types":["sent message logs","engagement metrics (opens, clicks, replies)","campaign performance reports"],"categories":["sales","marketing automation","outreach"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_signals__cap_2","uri":"capability://sales.ai.powered.message.personalization","name":"ai-powered message personalization","description":"Generates personalized outreach messages at scale using AI, tailoring content to individual prospect characteristics, company details, and detected intent signals. Reduces generic messaging while maintaining efficiency across large prospect volumes.","intents":["Create personalized email subject lines and body copy for hundreds of prospects automatically","Tailor messaging to specific company pain points and industry context","Generate relevant talking points based on prospect research and signals"],"best_for":["Sales teams with large prospect lists","Organizations wanting to improve response rates through personalization","Teams lacking copywriting resources"],"limitations":["Quality depends on available prospect data and signal richness","May require human review to ensure brand voice consistency","Generic data fields may result in surface-level personalization"],"requires":["Prospect data (company name, industry, role, research signals)","Product/solution positioning information","Message templates or guidelines","AI language model access"],"input_types":["prospect profile data","intent signal data","company information","message templates"],"output_types":["personalized email copy","subject line variations","LinkedIn message templates","talking points"],"categories":["sales","copywriting","personalization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_signals__cap_3","uri":"capability://sales.crm.data.synchronization.and.integration","name":"crm data synchronization and integration","description":"Integrates with existing CRM systems to automatically sync discovered leads, campaign data, and engagement metrics. Ensures lead information flows seamlessly between Signals and the sales team's primary CRM without manual data entry.","intents":["Automatically add discovered leads to our CRM without manual data entry","Keep lead information synchronized between Signals and our CRM system","Track outreach campaign results directly in our CRM"],"best_for":["Sales teams using Salesforce, HubSpot, or other major CRM platforms","Organizations with existing CRM workflows and processes","Teams wanting to avoid duplicate data entry"],"limitations":["Integration limited to supported CRM platforms","Data mapping may require initial configuration","Sync frequency may have latency depending on integration type"],"requires":["CRM account with API access","CRM integration setup and configuration","Field mapping between Signals and CRM"],"input_types":["CRM connection credentials","field mapping configuration","lead and campaign data from Signals"],"output_types":["synced lead records in CRM","campaign activity logs","engagement data in CRM fields"],"categories":["sales","integration","data management"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_signals__cap_4","uri":"capability://sales.campaign.performance.analytics.and.attribution","name":"campaign performance analytics and attribution","description":"Tracks and analyzes campaign metrics including open rates, click rates, reply rates, and conversion data. Provides visibility into which signals, messages, and outreach strategies actually drive pipeline and revenue to inform optimization decisions.","intents":["See which outreach campaigns are generating the most replies and conversions","Understand which intent signals correlate with actual sales opportunities","Identify which messaging approaches resonate best with our target audience"],"best_for":["Sales teams focused on data-driven optimization","Organizations with mature sales processes and conversion tracking","Teams wanting to measure ROI of outreach efforts"],"limitations":["Attribution accuracy depends on proper CRM tracking and tagging","May not capture offline conversions or long sales cycles","Requires sufficient campaign volume for statistical significance"],"requires":["Campaign execution data from outreach","CRM conversion tracking setup","Sufficient historical campaign data","Clear conversion event definitions"],"input_types":["campaign execution logs","email engagement data","CRM opportunity/deal data","conversion event tracking"],"output_types":["campaign performance dashboards","conversion rate reports","signal-to-conversion attribution","A/B test results","optimization recommendations"],"categories":["sales","analytics","reporting"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_signals__cap_5","uri":"capability://sales.prospect.list.enrichment.and.deduplication","name":"prospect list enrichment and deduplication","description":"Enriches prospect lists with additional data points including company information, contact details, job titles, and technology stack data. Automatically deduplicates records to ensure clean, accurate prospect databases without manual data cleaning.","intents":["Add missing contact information and company details to our prospect list","Remove duplicate records from our prospect database","Enrich leads with technology and firmographic data for better targeting"],"best_for":["Sales teams with incomplete or outdated prospect data","Organizations importing leads from multiple sources","Teams needing to validate and clean prospect lists"],"limitations":["Enrichment quality depends on third-party data provider accuracy","May not find data for smaller companies or niche markets","Deduplication rules may require customization for specific use cases"],"requires":["Prospect list (email, company name, or domain)","Access to data enrichment providers","Deduplication rules and matching criteria"],"input_types":["prospect list (CSV, database)","company names or domains","partial contact information"],"output_types":["enriched prospect records","company firmographic data","technology stack information","deduplicated prospect list","data quality reports"],"categories":["sales","data management","lead generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_signals__cap_6","uri":"capability://sales.target.account.list.building.and.refinement","name":"target account list building and refinement","description":"Helps identify and build target account lists based on company characteristics, industry, size, and other firmographic criteria. Refines lists based on intent signals and engagement data to focus outreach on highest-potential accounts.","intents":["Build a list of companies that match our ideal customer profile","Filter our target accounts by those showing buying intent signals","Identify new accounts in our target market that we haven't reached yet"],"best_for":["Account-based marketing (ABM) teams","Sales organizations with defined ideal customer profiles","Enterprise sales teams focusing on specific accounts"],"limitations":["Requires clear definition of ideal customer profile","Data quality affects accuracy of matching","May miss companies not well-represented in data sources"],"requires":["Ideal customer profile (ICP) definition","Firmographic and industry criteria","Access to company database","Intent signal data"],"input_types":["ICP parameters (industry, company size, revenue, etc.)","existing customer data for lookalike modeling","intent signal thresholds"],"output_types":["target account list","account prioritization scores","account intent rankings","new account recommendations"],"categories":["sales","account-based marketing","lead generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_signals__cap_7","uri":"capability://sales.engagement.sequence.automation","name":"engagement sequence automation","description":"Creates and executes multi-step engagement sequences that automatically progress prospects through defined workflows based on their responses and engagement level. Adjusts timing and messaging based on prospect behavior to optimize conversion.","intents":["Automatically send follow-up messages to prospects who don't reply to initial outreach","Create different engagement paths based on how prospects respond","Optimize timing of follow-ups based on when prospects are most likely to engage"],"best_for":["Sales teams with defined sales processes","Organizations wanting to automate follow-up workflows","Teams managing large prospect volumes"],"limitations":["Requires clear definition of engagement triggers and workflows","May feel impersonal if not properly configured","Effectiveness depends on message quality and relevance"],"requires":["Defined engagement workflow steps","Trigger rules and conditions","Message templates for each sequence step","Timing parameters"],"input_types":["workflow definitions","trigger conditions","message templates","timing rules","prospect engagement data"],"output_types":["executed sequence steps","engagement logs","prospect progression tracking","sequence performance metrics"],"categories":["sales","marketing automation","workflow automation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"high","permissions":["Access to third-party behavioral data sources","Defined target market or account list","CRM integration for lead management","Email account integration","LinkedIn account access","Prospect contact data (email addresses, LinkedIn profiles)","Message templates or AI-generated copy","Prospect data (company name, industry, role, research signals)","Product/solution positioning information","Message templates or guidelines"],"failure_modes":["Effectiveness depends on data quality and accuracy of third-party data sources","May miss prospects in markets not well-indexed by data providers","Requires clear definition of target audience to filter signal noise","Personalization quality depends on available data fields","Email deliverability affected by sender reputation and list quality","LinkedIn automation subject to platform rate limits and policy restrictions","Quality depends on available prospect data and signal richness","May require human review to ensure brand voice consistency","Generic data fields may result in surface-level personalization","Integration limited to supported CRM platforms","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"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":"2026-05-24T12:16:33.096Z","last_scraped_at":"2026-04-05T13:23:42.542Z","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=signals","compare_url":"https://unfragile.ai/compare?artifact=signals"}},"signature":"ZPE0orTqDXooIL0KODt1l9GfS8E4As6Su6An2sGn4PjsozbIS1Fl+cSgvSJkHx6toT0UVlaf7Y+mxbpUjPVfBg==","signedAt":"2026-06-20T08:21:32.568Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/signals","artifact":"https://unfragile.ai/signals","verify":"https://unfragile.ai/api/v1/verify?slug=signals","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"}}