Match your resume to LinkedIn jobs and track them automatically

AI compares your resume to new LinkedIn job posts, scores each match, and logs everything to Google Sheets.

How the work actually flows

It branches. Exactly one path is taken; runs once per each job posting found.

Pattern: Exclusive Choice (4) · Simple Merge (5) · Multiple Instances without a priori Run-Time Knowledge (15)

flowchart TD trig(["on a set schedule"]):::trigtime s0["read resume from drive"]:::task s1["search linkedin for jobs"]:::svc s2[["ai scores each match"]]:::mi s3[("log results to sheet")]:::store trig --> s0 s0 --> s1 s1 -->|"one per each job posting found"| s2 gx{"× is the match score strong"}:::gate s2 --> gx p00["suggest resume tweaks"]:::task gx -->|"strong match"| p00 p01["draft cover letter"]:::task p00 --> p01 p10["skip extra steps"]:::task gx -->|"weak match"| p10 jn{"○ before logging"}:::gate p01 --> jn p10 --> jn jn --> s3 out[/"sheet of scored job matches"/]:::out pay{{"apply only to the best-fit roles"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepAn outside serviceRuns once per itemA record or sheetOne path onlyPaths rejoinResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsEmail AutomationDocument Processing & OCRSpreadsheet & Database OpsWeb Scraping & Data CollectionFile & Cloud Storage
Connects
LinkedInGoogle GeminiGoogle SheetsGoogle DriveGmail

The problem it solves

Searching for the right job means scrolling through dozens of postings, guessing which ones are worth your time, and rewriting your resume and cover letter for each one. It's a slow, repetitive process that eats into evenings and weekends.

Who it fits

Job seekers who want to focus their time on the roles most worth applying to.

How it works

  1. On a schedule, the automation reads your resume from Google Drive
  2. It searches LinkedIn for relevant job postings based on your skills and preferences
  3. AI compares each posting to your resume and produces a match score
  4. It suggests resume tweaks and drafts a tailored cover letter for strong matches
  5. Everything is logged to Google Sheets, and you get an email when the run is done
What you get

Job matches worth applying to

You receive a running log of matching LinkedIn job postings, complete with match scores and cover letter drafts ready for you to review.

What you get

A Google Sheet of scored job matches, each with resume suggestions and a draft cover letter.

What you need

A Google account for Drive and Sheets, a Gmail account, and API access to an AI model.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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