Personal Productivity · Job Seeker

AI Agent for LinkedIn job search auto-match with resume, cover letter & Telegram alerts

Monitor LinkedIn postings, automatically match your resume, generate tailored cover letters, log results, and alert you via Telegram.

How it works
1 Step
Connect & configure
2 Step
Analyze & match
3 Step
Update & alert
Connect Google Drive, Google Sheets, and Telegram; upload your resume and set job filters in Sheets.

Overview

End-to-end automation for job hunting.

Reads your resume from Google Drive and loads LinkedIn postings based on filters in Google Sheets. Uses AI to compare each posting with your resume and generate a tailored cover letter. Updates the Google Sheet with results and sends daily Telegram alerts of new opportunities.


Capabilities

What LinkedIn Job Auto-Matcher does

Automates the end-to-end job search workflow.

01

Read your resume from Google Drive

02

Load and apply job filters from Google Sheets

03

Match each job description with your resume using AI

04

Generate tailored cover letters for matched roles

05

Update Google Sheets with results and letters

06

Notify you daily via Telegram with top matches

Why you should use LinkedIn Job Auto-Matcher

Before you start, you faced repetitive manual tasks and missed opportunities. After using this AI agent, you'll have automated discovery, ready-to-send letters, centralized tracking, timely alerts, and less missed opportunities.

Before
Daily time spent manually scanning LinkedIn for new roles.
Effort to tailor a cover letter for every role.
No centralized log to track matches, letters, and responses.
Filters miss relevant postings or fail to catch new opportunities.
Alerts arrive late or not at all, causing missed chances.
After
Daily matches surface automatically with letters ready to review.
Tailored cover letters are generated for top matches.
All matches and letters are logged in a single Google Sheet.
Filters stay aligned with priorities and current market conditions.
Timely Telegram alerts help you act quickly on new opportunities.
Process

How it works

A simple 3-step flow runs in the background.

Step 01

Connect & configure

Connect Google Drive, Google Sheets, and Telegram; upload your resume and set job filters in Sheets.

Step 02

Analyze & match

AI compares each job description to your resume and generates a tailored cover letter.

Step 03

Update & alert

Update the sheet with results and letters; send a Telegram digest of new opportunities.


Example

Example workflow

One realistic scenario.

A software developer uploads a resume and sets filters for remote software roles. The agent runs overnight, processes 8 new postings, creates 5 tailored cover letters, updates the Google Sheet, and sends a Telegram alert with the 3 strongest matches.

Personal Productivity Google DriveGoogle SheetsTelegramAI model (Gemini/OpenAI) AI Agent flow

Audience

Who can benefit

One supporting sentence.

✍️ Job seeker

Wants a hands-off daily hunt and reliable matches.

💼 Recent graduate

Needs fast, tailored application materials for multiple roles.

🧠 Career changer

Requires industry-aligned matches and ready letters.

Remote job hunter

Prioritizes remote roles and quick discovery.

🎯 Regional job hunter

Tracks opportunities across locations with consistent updates.

📋 Career coach / outplacement

Provides clients with matched roles and letters efficiently.

Integrations

One supporting sentence with short explanation.

Google Drive

Reads resume PDFs from Google Drive via OAuth2 credentials.

Google Sheets

Stores job filters and logs results; updates with AI letters.

Telegram

Delivers daily alerts with top matches to your chat.

AI model (Gemini/OpenAI)

Performs resume-to-posting matching and generates tailored cover letters.

LinkedIn data source

Provides new postings compatible with your filters for matching.

Applications

Best use cases

One supporting sentence with short explanation.

Daily automated job search with Telegram alerts.
Resume-to-letter generation for top matches.
Centralized tracking of applications and letters.
Remote-first job hunting with location-based filters.
Location-based optimization for multiple regions.
Career pivot support with industry-relevant matches and letters.

FAQ

FAQ

One supporting sentence with short explanation.

The agent reads your resume PDF from Google Drive using OAuth2 credentials you provide. It analyzes your resume content locally for matching and letter generation without publishing your data elsewhere. The tool does not store your resume on any other system beyond your Google account, unless you explicitly save results in Google Sheets. You control which files are read and can revoke access at any time. All processing happens within the configured integrations, and data is retained only as needed for the workflow.

Yes. You set filters in the Google Sheet, including keywords, location, remote type, and job type. The agent uses these filters to fetch postings from LinkedIn data sources and to drive matching. You can adjust filters anytime, and the agent will re-run searches accordingly. Changes take effect on the next execution cycle, ensuring you always target current opportunities.

The agent generates tailored letters suitable for reviewing and sending. You can customize the tone or template in your Google Sheet, and re-run generation if needed. Letters are generated to align with the matched role specifics and your resume. You retain final control and can edit before sending. This minimizes drafting time while keeping your applications consistent.

The workflow runs on a scheduled cadence you define (for example daily). Alerts are delivered through Telegram to your configured chat, with a digest of top matches. You can adjust frequency and the number of top matches to include in each alert. The system ensures timely notifications so you don’t miss opportunities.

The agent uses supported data sources and follows standard automation practices for personal productivity. It avoids scraping or bypassing LinkedIn protections and relies on user-provided filters and legitimate integrations. You should review and comply with LinkedIn's terms of service for automation and data usage. If LinkedIn changes access policies, you may need to adjust your setup accordingly.

Yes. You can disable data fetch, halt letter generation, and stop Telegram alerts at any time. The Google Sheet acts as a single source of truth; stopping the automation simply prevents further updates and messages. You can resume later without reconfiguring the entire setup. Any previously generated letters remain in your sheet for reference.

If no new postings are found, the agent logs the attempt and maintains your existing results. Telegram alerts still provide status updates, confirming there were no new matches for that cycle. You can adjust filters to broaden or narrow the search and re-run to fetch fresh postings. This prevents silent gaps and keeps you informed.


AI Agent for LinkedIn job search auto-match with resume, cover letter & Telegram alerts

Monitor LinkedIn postings, automatically match your resume, generate tailored cover letters, log results, and alert you via Telegram.

Use this template → Read the docs