r/SideJobs

Comparing https://resume.zoevera.com against https://chatgpt.com

And what a purpose-built ATS checker caught that GPT-4 didn’t.

Let me be upfront: I use ChatGPT for everything. Code reviews, draft emails, explaining stack traces at 2am. It’s genuinely useful. So when I needed to tailor my resume for a senior backend role, my first instinct was to open a chat window.

That was three weeks ago. Here’s what I learned.

What ChatGPT actually does well

Ask ChatGPT to “improve my resume” and it will:

• Clean up passive voice (“responsible for” → “led”)
• Suggest stronger action verbs
• Add structure and formatting consistency
• Rewrite vague bullets into something that sounds more impressive

For general writing quality, it’s genuinely good. If your resume reads like it was written by someone who hasn’t slept in 48 hours, ChatGPT will fix that.

What ChatGPT fundamentally cannot do

Here’s the problem: ChatGPT doesn’t know what job you’re applying for.

You can paste the job description into the prompt, sure. But there’s no mechanism for it to:

1. Score your resume against that specific JD — it has no concept of a match percentage
2. Identify which keywords are present vs. missing — it will suggest improvements but won’t systematically audit keyword coverage
3. Know how Applicant Tracking Systems parse text — it will rewrite content without knowing whether an ATS will ever see it

ATS filters work on keyword frequency and placement. A resume that reads beautifully to a human can score 40% on an ATS if the right terms aren’t in the right sections. ChatGPT optimizes for human readers. ATS systems are not human readers.

I ran a test. Same resume, same job description (Backend Engineer, Node.js/AWS stack). I gave ChatGPT the full JD and asked it to optimize my resume for ATS.

The output was well-written. It added “microservices” and “REST APIs” in a few places. But it missed:

• “AWS Lambda” — mentioned 4 times in the JD, absent from my resume after the rewrite
• “CI/CD pipeline” — appeared in the required skills section, never added
• The Projects section — ChatGPT rewrote my experience bullets but left the Projects section untouched, which is where most of my relevant backend work lived

When I ran the same resume through resume.zoevera.com, it flagged all three gaps explicitly, with section-level attribution. The ATS match score went from 54% to 81% after applying the suggested changes.

The core difference: diagnostic vs. generative

ChatGPT is a generative tool. It produces new text. It’s very good at that.

An ATS checker is a diagnostic tool first. It measures the gap between your resume and a specific job description, then tells you exactly what’s missing. The rewrite comes second — and it’s grounded in what was actually identified as absent, not what the model thinks sounds better.

This distinction matters because:

ChatGPT hallucinates improvements. It will add metrics you never achieved (“improved system performance by 35%”), use terminology that
sounds right but wasn’t in the JD, and rewrite bullets that didn’t need rewriting while leaving critical gaps untouched. Every line needsfact-checking.

A purpose-built tool works from the actual gap. The keywords it adds are the ones the JD asked for. The sections it flags are the ones the ATS will score. The output is closer to submission-ready.

A practical workflow

These tools aren’t mutually exclusive. The best result I got came from using both in sequence:

1. ATS checker first: identify the keyword gaps and get a scored rewrite that closes them
2. ChatGPT second: use it to polish tone, tighten sentences, and clean up anything that sounds mechanical

The ATS checker handles precision. ChatGPT handles prose quality. Neither does both well alone.

The cost argument

ChatGPT Plus is $20/month. If you’re actively job searching, that’s a fixed overhead whether you use it or not.

Most people search for jobs in windows — a few weeks of active applications, then nothing for months. A per-session model makes more
sense: pay when you need it, nothing when you don’t. ZoeVera’s pricing works that way — free analysis, one-time payment for the full
rewrite, no subscription.

For a developer audience specifically: if you’re applying to 10–15 roles over two weeks, you’re not optimizing resumes 365 days a year. The math on a monthly subscription doesn’t work.

What I’d actually recommend

• If you just need better writing: ChatGPT is fine and you already have it
• If you’re applying to roles where ATS filtering is real (any company using Workday, Greenhouse, Lever, iCIMS): use a dedicated ATS checker first, then polish with ChatGPT
• If you’re a developer and haven’t thought about this: your resume probably uses technical jargon that means something to you and nothing to an ATS keyword parser. “Built scalable backend” is not the same as “developed microservices architecture using Node.js and AWS ambda” — even if the underlying work is identical

The ATS doesn’t know what you meant. It only knows what you wrote.

Tested against a real Backend Engineer job description. Tools used: ChatGPT GPT-4o, https://resume.zoevera.com. June 2026.

Hey everyone!

We're looking for UGC creators, particularly based in the USA, to make short-form content for us.

New to UGC?We don’t need any prior experience. The only prerequisite is we are looking for people with great taste and creativity to make videos.

We have put together a short form so we can get the basics about you. All the details about the campaign are mentioned in the form itself. To apply please fill out this form
https://forms.gle/hvNo3ziYKLrevZiz8Once we receive your submission we will contact you further about more details.

Looking forward to hearing from you!

I work full-time in property management and although it's a stable job, the income doesn't always feel as predictable as you'd think. There are performance targets to hit, collection numbers to maintain, resident issues, maintenance problems, reports, deadlines, and plenty of days where you end up working longer than expected.

I wanted something I could build on the side without taking another job with fixed hours. A friend recommended a dropshipping tutorial to me and honestly, my first thought was that it sounded like a scam.

A business you could supposedly start with a few bucks and without buying inventory in bulk? Yeah, I was skeptical but I decided to look into it. I created an account in ebay, set it up properly. The basic model was actually pretty straightforward. You find products that already have demand on eBay, list them at a price that leaves enough room for fees and profit, and when something sells, you purchase it from a supplier and have it shipped directly to the customer.

The part that took me the longest to understand was product research. I stopped looking for random "winning products" and started looking at actual sold listings. I checked how many were selling, how much competition there was, the supplier's price, shipping times, fees, and whether there was enough margin to make the order worthwhile.

I also learned pretty quickly that getting a sale isn't the hard part but managing the orders is. You have to monitor inventory, deal with suppliers going out of stock, answer customer messages, handle returns, adjust pricing, and keep your listings updated.

I started creating simple routines for all of this. I also used offers to people watching my listings and regular markdown promotions to convert some of the existing interest instead of constantly chasing new products. If a supplier went out of stock, I didn't immediately cancel the order. I'd look for another supplier with the same product or a reasonable alternative, communicate with the buyer, and try to keep the order moving.

Eventually I started documenting the repetitive stuff and automating whatever didn't need my attention. That's what made the biggest difference for me. I wasn't trying to build another full-time job. I was trying to build something that could fit around my full-time job. After sticking with it for a while, I got to around $3k/month in profit. I eventually repeated the same process with another store and later a third.

Obviously, I don't think eBay dropshipping is some magical "make $3k with no money" thing. The low upfront cost was what attracted me, but there was still a lot to learn and plenty of work involved. The difference was that I could do most of that work around my property management schedule rather than being tied to another shift. I'm running my third store with my staff handling it while I still work as a consultant to my property management job.

edit: Made a guide inside the disc channel for easy access of everyone: ebay side hustle guide