The Debrief 001: What We Fixed, and Who Broke It First
Three real product updates at Careersy AI, and the exact moment each one was built to fix. This is not a changelog.
5 min read
Last updated: June 2026.
Search "best AI job search tools" from Sydney and you get the same list as someone searching from Seattle. Teal. Jobscan. A handful of US-built apps, ranked by writers who have never watched an Australian recruiter build a shortlist.
Most of that software is good at one thing. The problem is what the lists leave out: the job search is not one step, and most of these tools only fix one. A CV scorer does not get you interviews. A job tracker does not tell you why the recruiter never called.
So here is the honest version. What each tool does, where it stops, and the one platform built for the whole search in Australia and New Zealand.
The point tools each solve one step. Jobscan scores your CV against the ATS. Teal organises your search and tailors faster. ChatGPT drafts. Careersy AI does the whole arc and walks you through it end to end, built for this market: it scores how findable you are to recruiter AI, rewrites your CV line by line without inventing a word, reads it the way an ATS and a hiring manager do, finds and tracks live ANZ roles, preps you for the interview, and works the salary negotiation. It grew out of the Careersy coaching practice that has put 300+ people into jobs, so the judgment in it is a recruiter's, not a template's. Three free credits to start, then from A$49/mo. If you only need one of those steps and you are outside ANZ, a point tool may be all you want. If your search has stalled and you are in Australia or New Zealand, you want the one that runs the whole loop.
Anyone can wrap a chatbot around a job search. The model is the easy part, and most of these tools use the same handful of models underneath. What separates them is the backbone: the context, the real-world insight, and the tested frameworks doing the judging behind the model. That backbone is the product. Everything else is a text box.
So before the list, five questions to judge any of them by.
Hold every tool below, including ours, against those five. For most of the list the honest answer is the same: it nails one row and leaves the backbone empty.
The job search has more than one step. Here is who covers what.
| What you need | Careersy AI | Teal | Jobscan | ChatGPT / Claude / Gemini |
|---|---|---|---|---|
| Runs on a tested, recruiter-built method, not just a model | Yes, a current Atlassian principal recruiter's and practices that have helped 300+ tech job seeker find employment via Careersy Coaching | No | No | No |
| Guide you through the whole search, end to end | Yes (guided job hunting) | No, you run it yourself | No | No |
| Rewrite and tailor your CV, line by line | Yes (CV Canvas) | Yes | No | Yes, but it will invent details |
| Score your CV against the ATS | Yes (ATS Score) | Paid add-on | Yes, its one job | No |
| Show how findable you are to recruiter AI search | Yes (AI Discoverability) | No | No | No |
| Find live roles in Australia and New Zealand | Yes | Global, not ANZ-tuned | No | No |
| Track your applications in one place | Yes | Yes, plus a browser clipper | No | No |
| Prepare you for the actual interview | Yes (Interview Prep) | No | No | Generic answers |
| Work the salary negotiation on local bands | Yes | No | No | Generic answers |
| Run on real ANZ salary and market data | Yes | No | No | No |
| Price | 3 free credits, then from A$49/mo | Free; Teal+ ~US$29/mo | Free scans; ~US$49.95/mo | Free; paid varies |
The pattern is the whole post in one table. The imported tools each own a row. Careersy AI runs the column, for this market, on a recruiter's method.
Best for: keeping a self-run search tidy.
Does well: the most generous free tier here. Resume builder, unlimited versions, an application tracker that replaces the spreadsheet, and a browser clipper with no equal on this list for saving listings as you find them. Teal+ adds an ATS match score and unlimited AI rewriting.
Where it stops: it will not tell you whether recruiters can find you, prep your interview, or carry any ANZ salary data, and it nudges you toward the two-page American resume, not the CV that is normal here. It organises the search. It does not diagnose why the search has stalled.
Price: free, no expiry; Teal+ from ~US$29/mo (check Teal's site for today's rate).
Best for: a single keyword-match check before you apply.
Does well: paste your resume and a job ad, and it scores the keyword match before you apply. For roles at large employers screening with applicant tracking software, that score is concrete and useful.
Where it stops: it optimises a resume and little else. It does not find roles, prep your interview, or tell you how visible you are, and its keyword logic is shaped by the US market. It is the last five percent of the CV step, sold as the whole search. Careersy AI runs the same ATS read as one mode of many.
Price: a few free scans a month; paid from ~US$49.95/mo (check Jobscan's site).
Best for: first drafts, cover letters, and talking through an idea.
Does well: for a first draft or thinking something through, the general assistants are excellent, and you should use them.
Where it stops: they cannot see how findable or hireable you are, they hold no ANZ market view, and asked to make your CV stronger they will happily invent a title or a team you never managed, which reads fine until the interview. We wrote a whole post on why a chat window can't run your job search. Use them as the blank page. Not as the diagnosis.
Careersy AI is not a point tool. It is the platform the others assume you will assemble yourself, built into one place, run as one guided loop, and tuned for Australia and New Zealand.
It starts where the others stop, by scoring how findable you are, because in 2026 a recruiter describes the person they want and an AI hands back a ranked shortlist from the profiles it can read. If it cannot read you, you are not rejected. You are never in the search. None of the other tools measure that.
From there it does the steps the others split between three subscriptions and a coach, and it walks you through them in order rather than leaving you to stitch them together. It rewrites your CV line by line and refuses to invent a word it cannot ground (the CV Canvas honesty). It reads your CV as the ATS parses it, as a recruiter scans it in seven seconds, and as a hiring manager weighs it. It finds live ANZ roles and tracks your applications in one place. It preps you for the interview with the questions a panel actually scores. It works the salary negotiation on local bands. And it runs on real ANZ salary and market data throughout. That is the guided loop: one place that takes you from "why is no one calling" to a signed offer.
Here is the part you cannot port from a US tool. Anyone can build the tool. The backbone is what took thirteen years to build. Careersy AI grew out of the Careersy coaching practice that has put 300+ people into roles, and it runs on the same method: the judgment of a principal recruiter who still sits on the hiring side at Atlassian, with 13 years in ANZ tech and more than 5,000 interviews. The model is the same class of AI the others use. What is wrapped around it, the recruiter logic of who gets shortlisted and who gets passed over, is the part that took the years. Careersy AI puts that method into software, for about the price of one of the point tools you would otherwise stack.
The proof is in the outcomes, not the feature list:
"I started receiving interest from some of the biggest companies in Australia. I've accepted a Principal Software Engineer role at a Big Four bank on an A$310k+ package." — Kunal B.
"After over 6 years in my current job, I wasn't standing out amongst the other candidates. By following Eli's advice, I ended up with 2 great offers." — Bree A.
The honest limits: Teal's browser clipper is still its own thing, and if you are outside Australia and New Zealand, a US-built tool may fit you better. Inside this market, nothing else runs the whole loop on a recruiter's method the way the people deciding actually read you.
Price: three free credits to start, no card. Then from A$49/mo.
Plenty of people stack the first three. The honest question is whether you want to pay for and juggle three tools that each do one step, when one platform runs the whole search, on a recruiter's method, and was built for your market.
Software that uses AI to help with one or more steps of a job search: writing or scoring a CV, checking how an applicant tracking system reads it, finding roles, prepping interviews, or working a salary offer. The narrow ones fix a single step. The broader ones, like Careersy AI, run the whole search and diagnose why it has stalled. The difference that matters is not the AI, which is largely shared, but the method and market knowledge built in behind it.
A resume builder formats and words a document. An AI job search tool goes further: it can score how an ATS and a recruiter read that document, show whether you surface in a recruiter's search at all, find live roles, and prep the interview. A builder makes the CV look right. A job search tool tells you whether it will actually get you seen.
For a single step, pick the specialist: Jobscan for an ATS check, Teal for clipping and tracking. For the whole search in Australia or New Zealand, Careersy AI, because it is the only one that guides the end-to-end loop: scoring your discoverability, rewriting and ATS-checking your CV, finding and tracking local roles, prepping your interview and working the negotiation in one place, built on a recruiter's judgment and local data.
The core of it, and more. Careersy AI tailors your CV line by line (CV Canvas), scores it against the ATS (ATS Score), tracks your applications, and adds discoverability scoring, interview prep and salary negotiation that neither Teal nor Jobscan does. The one thing Teal still has of its own is the browser clipper that saves listings as you surf.
For an ANZ job seeker, largely yes. Careersy AI covers CV tailoring, ATS scoring, application tracking and drafting, and adds the discoverability, interview and negotiation coaching the others leave out, guided end to end. Keep ChatGPT for open-ended brainstorming. For the search itself, one platform does the work of the three.
Both work technically from anywhere, and both are good at their core job. Neither has ANZ salary data, and both are built around US hiring conventions, from two-page resumes to American applicant tracking systems. You can use them here. Know that the market assumptions baked into their advice are not local.
They are excellent for drafting and research, and worth using for that. They cannot see how you rank in a recruiter's search, they have no view of the local market, and they will invent details to make you sound stronger. Use them as the blank page, not the diagnosis.
If you are in ANZ tech and the applications are landing on silence, the fastest fix is to see how you are being read, by the systems and the people deciding, and then fix it in the same place. That is what Careersy AI was built for. See how you're read.
Three real product updates at Careersy AI, and the exact moment each one was built to fix. This is not a changelog.
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