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Job Search Automation: Finding and Applying to Relevant Roles

Job hunting feels broken. You scroll through listings, craft a unique cover letter and tailored CV for each role, hit submit, and then wait. And wait. Meanwhile, you're doing this for dozens of positions, each one taking 30 minutes to an hour when you factor in reading the job description, customising your application, and triple-checking for typos. By week three, you're burnt out and applying to roles that aren't quite right just to maintain momentum. What if you could automate most of this process without sacrificing quality? The tools in this guide are designed to do exactly that. They handle job discovery, application customisation, and cover letter generation so you can focus on preparing for interviews instead. Whether you're job hunting in AI roles, general tech positions, or across industries, these platforms can save you weeks of admin work.

What to Look For

When evaluating job search automation tools, consider these factors: - Accuracy of job matching - Does the tool understand what roles actually suit you, or does it spam you with irrelevant listings?

  • Application quality - Can it generate cover letters and customise applications without making you look like you've used a template?

  • Speed and efficiency - How much time does it actually save, and how often can it apply to new roles?

  • Control and visibility - Can you review applications before they're sent, or does the tool apply blindly in your name?

  • Data privacy - Where is your personal information stored, and who can access your application history?

  • Integration with your existing workflow - Does it work with your CV, LinkedIn profile, and preferred job boards?

  • Cost versus value - Are you paying for features you'll actually use, or mostly fluff?

The Top Options

AI Cover Letter Generator by LazyApply

What it does well

LazyApply's AI Cover Letter Generator focuses on doing one thing properly: writing cover letters quickly.

You provide basic details about the role and company, and the tool generates a personalised letter in minutes. The output reads naturally and avoids the obvious "written by AI" phrasing that makes recruiters scroll past. You can customise each letter further before submitting, giving you control without the heavy lifting of starting from scratch.

Pricing

Freemium model. The free tier lets you generate a limited number of cover letters monthly (typically 3-5). The paid tier removes restrictions and costs around £4.99 to £9.99 monthly depending on your region.

Best for

Job seekers who want to maintain quality control over their applications but don't have the time to write original cover letters for every role. Particularly useful if you're applying to 15-20 roles monthly rather than hundreds.

Limitations

This tool only handles cover letters. You'll still need to source jobs yourself, prepare your CV, and handle the application process manually. It doesn't integrate with job boards or apply on your behalf, so it's a component of your strategy rather than a complete solution.

AIJobs.ai

What it does well

AIJobs.ai operates as a specialised job board for AI and machine learning roles globally.

Unlike general job sites, it filters specifically for positions in the AI industry, which means less noise and more relevant listings. The platform is free, makes discovering relevant opportunities straightforward, and covers remote, hybrid, and office-based positions across different experience levels.

Pricing

Free. There's no premium tier or subscription cost. This is a job discovery tool, not an automation platform, so the business model is different from the other tools here.

Best for

Anyone specifically targeting AI careers (engineers, researchers, product managers, operations roles, etc.). If you're in this field, it's worth checking daily as a primary job board rather than scrolling through generalist platforms where AI roles get lost among thousands of other postings.

Limitations

AIJobs.ai doesn't automate applications or generate cover letters. It's purely a discovery and filtering tool. You'll still need to apply manually to each role. It's also narrowly focused on AI, so if your job search is broader or in different industries, you'll need other resources alongside this.

ezJobs What it does well ezJobs is built for automation from the ground up.

It automatically searches for roles matching your criteria across multiple job boards, customises your CV and cover letter for each application, and can submit applications on your behalf. The tool learns your preferences over time and improves its matching accuracy. You get a dashboard showing your application history, response rates, and which roles are getting traction.

Pricing

Freemium. The free tier allows a limited number of automated applications per month (usually 5-10). Paid plans start around £19 monthly for higher application limits and additional features like priority support and advanced analytics.

Best for

Job seekers applying to 20+ roles monthly who want genuine hands-off automation. Particularly valuable if you're changing industries or roles, where cover letter customisation matters most. The tool takes the tedium out without requiring you to babysit the process.

Limitations

Automation introduces risk. If the tool misconstrues a job description or customises your cover letter incorrectly, you may apply to roles that aren't actually suitable. Many users want to review applications before they're sent, which reduces the time savings. The quality of applications depends heavily on how well you've trained the system with your initial profile information.

Prerequisites

Before you start automating your job search, make sure you have: - A complete, up-to-date CV in a standard format (PDF or Word document)

  • A clear sense of which roles and industries you're targeting (tools work better with focus rather than broad applications)
  • Access to your email address and any job board accounts (LinkedIn, Indeed, Glassdoor, specialist boards in your industry)
  • 30-45 minutes to set up your profiles in whichever tools you choose
  • A free or paid account with at least one of these platforms (all offer free tiers)
  • No coding knowledge required. These tools are designed for non-technical users
  • Optional but useful: a few recent cover letters or job application notes showing how you describe your experience

Our Recommendation

Use these tools together rather than relying on a single platform. If you're targeting AI roles specifically, start with AIJobs.ai for discovery. It's free and genuinely better than scraping general job boards. Use it to identify interesting opportunities daily. For cover letter generation, use LazyApply's free tier if you're applying to fewer than 10 roles monthly. The quality is consistently good and you maintain control. If you're applying to more than that, the paid tier is worth the cost to avoid the monthly limit frustration. For genuine automation, ezJobs makes sense if you're applying to 20+ roles monthly and want the system to handle applications mostly without your input. However, check applications in your dashboard weekly and manually apply to your top-choice roles instead of letting automation handle them. The most effective approach: use AIJobs.ai to find AI-specific roles daily, manually review applications for your top 5-10 per week, and use LazyApply's paid tier to generate cover letters for these priority applications. This balances speed with quality and avoids the risk of automated applications going to roles that look good on paper but aren't actually right for you. Skip full-automation unless you're truly volume applying. The cost of a bad application (time in an unsuitable interview, or simply noise in your process) usually outweighs the time saved.

Getting Started

Here's how to set up LazyApply for immediate use:

Step 1: Create your account

Visit LazyApply and sign up with your email. Choose the free tier to test it first. Verification takes roughly 5 minutes.

Step 2: Build your profile

In the settings section, add:

- Full name
- Current job title and industry
- Key skills (list 8-10)
- Years of experience
- Career goals (1-2 sentences)

This information helps the tool understand your background and write letters in your voice.

Step 3: Find a job listing

Locate a role you're applying for. Copy the job description and the company name.

Step 4: Generate your cover letter

Paste the job description into LazyApply's input field. Select your role type from the dropdown. Click "Generate". The tool produces a letter in 30 seconds.

Step 5: Customise and use

Review the generated letter. Edit any sections that don't sound quite right (typically 1-2 sentences need tweaking). Copy the final version into your application or email to the recruiter. This entire process takes 3-5 minutes per application. If you're applying to 10 roles weekly, that's an hour saved versus writing cover letters from scratch. Scale this across a month-long job search and you've recovered a full working day.