{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_iapply","slug":"iapply","name":"iApply","type":"product","url":"https://www.iapply.ai","page_url":"https://unfragile.ai/iapply","categories":["automation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_iapply__cap_0","uri":"capability://search.skill.based.job.matching","name":"skill-based job matching","description":"Analyzes user's skills, experience, and qualifications to surface job opportunities that align with their professional profile. Uses AI algorithms to match candidates with positions based on skill relevance rather than keyword matching alone.","intents":["Find jobs that match my actual skills and experience","Discover opportunities I'm qualified for but haven't considered","Get job recommendations beyond simple keyword searches"],"best_for":["Mid-to-senior level professionals","Tech, finance, and marketing job seekers","Candidates in competitive job markets"],"limitations":["Less effective in niche industries with limited job postings","Algorithm weighting factors are not transparent to users","Dependent on job market saturation in specific geography"],"requires":["Complete user profile with skills and experience data","Job postings in the platform's database","Sufficient market activity in user's industry/location"],"input_types":["user profile data","skills inventory","work experience history"],"output_types":["ranked job recommendations","match score/relevance metrics"],"categories":["search","hr-recruiting"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_iapply__cap_1","uri":"capability://search.preference.based.job.filtering","name":"preference-based job filtering","description":"Learns from user behavior and stated preferences to filter and prioritize job listings. Adapts recommendations based on user interactions, application history, and explicit preference settings.","intents":["Only see jobs that match my specific preferences and deal-breakers","Get smarter recommendations the more I use the platform","Filter out irrelevant opportunities automatically"],"best_for":["Users applying to 10+ positions monthly","Job seekers with specific location, salary, or role requirements","Candidates who want personalized rather than generic results"],"limitations":["Requires sufficient user interaction history to learn preferences","May create filter bubbles limiting exposure to unexpected opportunities","Preference learning depends on consistent user behavior"],"requires":["User interaction history","Stated preference settings","Multiple applications or profile views"],"input_types":["user preferences","application history","profile interactions","saved jobs"],"output_types":["filtered job listings","prioritized recommendations"],"categories":["search","personalization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_iapply__cap_2","uri":"capability://hr.recruiting.automated.job.application.screening","name":"automated job application screening","description":"Automatically evaluates job postings and application requirements to determine candidate fit before submission. Screens positions to identify which ones are worth applying to based on match quality.","intents":["Know which jobs are worth my time to apply to","Avoid wasting time on applications where I'm underqualified","Prioritize applications with highest success likelihood"],"best_for":["High-volume job applicants","Candidates with limited time for job search","Users applying to 10+ positions monthly"],"limitations":["May incorrectly screen out viable opportunities","Screening criteria not fully transparent to users","Cannot account for subjective hiring factors"],"requires":["Complete user profile with qualifications","Job posting data with requirements","Screening algorithm trained on successful matches"],"input_types":["job posting","user qualifications","application requirements"],"output_types":["fit assessment","screening recommendation","match confidence score"],"categories":["hr-recruiting","automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_iapply__cap_3","uri":"capability://automation.bulk.application.submission","name":"bulk application submission","description":"Automates the process of submitting applications to multiple job postings simultaneously or in batch. Reduces manual form-filling and application fatigue by handling repetitive submission tasks.","intents":["Apply to multiple jobs quickly without filling out forms repeatedly","Reduce time spent on manual application submissions","Apply to more positions in less time"],"best_for":["Active job seekers applying to 10+ positions monthly","Candidates in competitive job markets","Users with standardized application materials"],"limitations":["May result in less personalized applications","Bulk submissions could reduce application quality perception","Requires standardized application data"],"requires":["Pre-filled user profile and resume data","Selected job postings to apply to","Standardized application materials"],"input_types":["job posting list","user profile data","resume/application materials"],"output_types":["application submission confirmations","application tracking records"],"categories":["automation","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_iapply__cap_4","uri":"capability://productivity.application.tracking.and.management","name":"application tracking and management","description":"Maintains a centralized record of all job applications submitted through the platform, including status, dates, and follow-up information. Helps users track where they've applied and monitor application progress.","intents":["Keep track of all my job applications in one place","Know which companies I've already applied to","Monitor the status of my pending applications"],"best_for":["High-volume job applicants","Users applying to multiple positions simultaneously","Job seekers who need organized application records"],"limitations":["Only tracks applications submitted through iApply platform","Dependent on company response data being available","Cannot track external applications made elsewhere"],"requires":["Applications submitted through iApply","Company response data integration","User account with application history"],"input_types":["submitted applications","company responses","user notes"],"output_types":["application dashboard","status reports","application history"],"categories":["productivity","organization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_iapply__cap_5","uri":"capability://search.personalized.job.opportunity.discovery","name":"personalized job opportunity discovery","description":"Continuously surfaces new job opportunities tailored to user's profile and preferences without requiring active searching. Proactively recommends positions the user might not have found through traditional job board browsing.","intents":["Discover job opportunities I wouldn't find on my own","Get notified about relevant new positions as they're posted","Find hidden or less-obvious career opportunities"],"best_for":["Passive job seekers open to opportunities","Users who want serendipitous discovery","Professionals in competitive fields"],"limitations":["Quality dependent on job market saturation","Less useful in niche industries","May miss opportunities outside algorithm's scope"],"requires":["Complete user profile","Stated career interests","Access to job posting database","Recommendation algorithm"],"input_types":["user profile","career preferences","job postings"],"output_types":["opportunity recommendations","notification alerts","discovery feed"],"categories":["search","discovery","personalization"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":44,"verified":false,"data_access_risk":"high","permissions":["Complete user profile with skills and experience data","Job postings in the platform's database","Sufficient market activity in user's industry/location","User interaction history","Stated preference settings","Multiple applications or profile views","Complete user profile with qualifications","Job posting data with requirements","Screening algorithm trained on successful matches","Pre-filled user profile and resume data"],"failure_modes":["Less effective in niche industries with limited job postings","Algorithm weighting factors are not transparent to users","Dependent on job market saturation in specific geography","Requires sufficient user interaction history to learn preferences","May create filter bubbles limiting exposure to unexpected opportunities","Preference learning depends on consistent user behavior","May incorrectly screen out viable opportunities","Screening criteria not fully transparent to users","Cannot account for subjective hiring factors","May result in less personalized applications","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"ecosystem":0.2,"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":"2026-05-24T12:16:31.445Z","last_scraped_at":"2026-04-05T13:23:42.547Z","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=iapply","compare_url":"https://unfragile.ai/compare?artifact=iapply"}},"signature":"bbsdDkZJNEF0X+GovoA7bCeB3orhtRK+fbaUSR7wrTtybZG9sLeBiu1ImA+bIsQiYbilvbw9hXCVHq0yW9OvCg==","signedAt":"2026-06-22T13:11:46.235Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/iapply","artifact":"https://unfragile.ai/iapply","verify":"https://unfragile.ai/api/v1/verify?slug=iapply","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"}}