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LinkedIn Application Copilot

Stop applying to jobs blindly. This Actor scores LinkedIn job listings against your profile, then generates a full application pack for each role — fit score, cover note draft, resume emphasis points, and guardrails — so you apply to the right jobs, better prepared.

What it does

• Searches LinkedIn jobs by keyword, location, date posted, and workplace type (remote / hybrid / on-site)
• Runs multiple searches in a single run (e.g. "Product Designer in NYC" + "Growth Marketer in London")
• Scores each role 0–100 against your target roles, core skills, and avoid-keywords
• Generates a per-job application pack: resume emphasis, cover note draft, headline, guardrails, and next steps
• Filters out low-fit jobs automatically (configurable minimum score)
• Exports clean structured data to JSON, CSV, Google Sheets, or a downstream tracker

What it does NOT do

LinkedIn postings are prepared for review, not auto-submitted. You review every application pack and apply from your own account. This is intentional — governed, human-in-the-loop job searching.

Works great with

Feed job records directly from these popular scrapers:

• bebity/linkedin-jobs-scraper
• curious_coder/linkedin-jobs-scraper
• Any ATS export or CSV of job postings via the jobs input field

Example input

{
"discoverLinkedInJobs":true,
"searches":[
{
"keywords":"Product Designer",
"location":"United States",
"postedWithin":"past-week",
"workplaceType":"remote"
}
],
"candidateProfile":{
"targetRoles":["Product Designer","UX Designer"],
"coreSkills":["figma","design systems","user research"],
"avoidKeywords":["internship","unpaid"]
},
"minScore":70,
"maxJobs":25
}

Example output

{
"title":"Senior Product Designer",
"company":"ExampleCloud",
"fitScore":84,
"fitSignals":["figma","design systems","remote-first team"],
"recommendation":"Strong match — apply this week",
"submissionMode":"manual_review",
"requiresHumanApproval":true,
"applicationPack":{
"resumeEmphasis":["Led design system overhaul","Figma component library"],
"headline":"Product Designer with 3+ years in scalable design systems",
"coverNoteDraft":"I'm excited about this role because...",
"guardrails":["Role requires 5 YOE — address directly in cover note"]
},
"nextSteps":["Tailor resume header","Reference their design system work in cover note"]
}

Pricing

Charged at $0.05 per application pack generated — you only pay for jobs that pass your minimum fit score threshold.