ChatGPT vs Teal: AI or Dedicated CV Tool?

Here’s the thing no one selling you a CV tool wants to say out loud: Teal is a ChatGPT wrapper. So is Rezi. So is Kickresume’s AI writer, so is Enhancv’s, so is pretty much every AI CV product launched since 2023. They all call OpenAI’s API in the background. That’s not a dig, it’s just how the plumbing works. (For the full ranked head-to-head across every tool I’ve tested in 2026, see best AI resume builders 2026.)

Which raises the obvious question. If Teal is running the same engine as ChatGPT, and ChatGPT is free, why would anyone pay $9 a month for Teal? I’ve spent 12 years placing candidates in the UK market, and I’ve watched hundreds of job seekers use both. The honest answer isn’t “one is better than the other”. It’s that you’re paying Teal for workflow and guardrails, not for the AI itself. Whether that’s worth $9 depends almost entirely on one thing: can you write a decent prompt?

The one-minute answer

If you’re applying to fewer than ten roles and you can sit down for twenty minutes and learn to write a proper prompt, free ChatGPT beats Teal. If you’re applying to twenty-plus roles and your current system is a browser tab graveyard and a panicked Sunday night, Teal+ at $9/mo is worth every penny. If you’ve never written a constrained prompt in your life and don’t want to start, pay for Teal and move on with your day.

Same engine, different cars

Let’s get the technical reality out of the way. Teal’s AI tailoring feature makes calls to OpenAI’s GPT-4 API. You can confirm this on their own documentation. The AI that rewrites your bullets inside Teal is, functionally, ChatGPT. The model doesn’t know it’s wearing a Teal t-shirt.

So what are you actually buying when you pay Teal $9 a month?

Three things:

1. A wrapper that constrains the AI’s behaviour so it doesn’t do stupid things like invent a 47% revenue uplift.
2. A workflow — Chrome extension, kanban tracker, saved job descriptions — that ChatGPT doesn’t have.
3. A handrail for people who don’t know what a good prompt looks like.

That’s it. The intelligence is the same. The experience wrapped around it is what’s different.

What ChatGPT gives you free

The free tier of ChatGPT in 2026 is genuinely extraordinary. You get GPT-4o, which is the same underlying model Teal is paying for. You get conversation memory across sessions if you turn it on. You get Custom Instructions, so you can set up a persistent brief like “I’m a UK-based senior project manager, British English, no buzzwords, never invent metrics” and it’ll respect that across every chat.

For CV work, that gives you:

• Bullet rewrites on demand
• Cover letter drafts
• Interview question prep tailored to any job description you paste in
• Research on a company before an interview
• Negotiation script drafting

All for zero pounds. The limits are real though:

• No formatting. ChatGPT gives you text. It doesn’t output a PDF, doesn’t manage fonts, doesn’t keep a master CV you can version.
• No tracker. Applied to three roles at one company six weeks ago? ChatGPT has no memory of that unless you manually told it.
• No job description storage. Every time you tailor for a new role, you’re pasting the JD again. Fine for five roles, painful at thirty.

What Teal gives you on top

Teal’s real product isn’t the AI. It’s everything around it.

The Chrome extension is the best feature. One click on a LinkedIn or Indeed job posting and it’s saved to your tracker with the full JD attached. I’ve watched candidates go from “I can’t remember which version of my CV I sent” to organised in about four minutes.

The kanban tracker handles the statuses: bookmarked, applied, interviewing, offer, rejected. Useful if you’re the sort of person (most of us) whose job search currently lives in 47 open browser tabs.

AI tailoring tied to saved JDs is the bit where the wrapper earns its keep. Instead of copy-pasting a job description into ChatGPT every time, Teal already has it. You click “tailor”, it rewrites your bullets against that specific role, and you’re done in under a minute per application.

Match Score compares your CV against the JD and spits out a percentage plus missing keywords. It’s not magic and recruiters don’t actually use ATS score-matching the way Teal implies, but as a self-check for “did I cover the main requirements” it’s directionally useful.

ATS-safe PDF export is table-free, single-column, parseable. Which, credit where it’s due, matters — how the ATS really works covers what the parser actually sees and why Canva CVs get mangled. A surprising number of Canva CVs get chewed up by parsers.

All of that is behind the $9/mo Teal+ paywall on the annual plan. The free tier gives you the tracker and extension, but throttles the AI tailoring.

The prompting skill test

Here’s the part nobody wants to talk about. The entire value gap between ChatGPT and Teal collapses the moment you learn to write a constrained prompt. Let me show you what I mean.

Take a weak bullet that every junior CV has a version of:

Managed team and hit targets.

Approach one: bad ChatGPT prompt.

“Rewrite this CV bullet to sound better: Managed team and hit targets.”

What you get back:

Spearheaded a high-performing team, leveraging strategic initiatives to consistently exceed ambitious quarterly targets, driving measurable business impact.

That’s six buzzwords in one sentence. “Spearheaded”, “leveraging”, “high-performing”, “strategic initiatives”, “ambitious”, “measurable business impact”. A recruiter screens that out in four seconds because it tells them nothing and screams ChatGPT.

Approach two: good ChatGPT prompt.

“You’re helping me rewrite a UK CV bullet. Rules: British English. No buzzwords (banned: spearheaded, leveraged, strategic, dynamic, results-driven, high-performing, synergy). Maximum 22 words. Use only metrics I give you. Don’t invent numbers. Make it concrete. Here’s the bullet: ‘Managed team and hit targets.’ Here’s the real context: team of 6 customer service agents, hit 112% of quarterly revenue target two quarters running. Rewrite.”

What you get back:

Led a team of 6 customer service agents to 112% of quarterly revenue target, two quarters in a row.

That’s a usable bullet. Specific, numerical, honest, no buzzwords, passes a human skim. (The 13 buzzwords recruiters hate is the ban-list I work from when editing.)

Approach three: Teal.

You paste your existing CV. You save a Senior Customer Success Manager job description via the Chrome extension. You click “tailor this bullet”. Teal’s wrapper has the constraints baked in — it already knows to avoid buzzwords, stay factual, match JD keywords. It spits out something like:

Managed a team of 6 customer service agents, delivering 112% of quarterly revenue target across consecutive quarters.

Basically the same quality as the good prompt, except you didn’t have to write the prompt. That’s what $9/mo buys you. The gap between the bad prompt and the good prompt is about twenty minutes of practice. Teal is selling you the right to skip those twenty minutes.

The real output test

I ran the same weak bullet — “Managed team and hit targets” — through both tools for a Senior Marketing Manager role I pulled from LinkedIn. Same source context: team of 4, £1.2m annual budget, 28% YoY lead growth.

ChatGPT with a well-crafted prompt:

Led a team of 4 managing a £1.2m marketing budget, growing qualified leads 28% year on year.

Teal’s AI tailoring against the saved JD:

Managed a 4-person marketing team and £1.2m annual budget, driving 28% year-on-year growth in qualified leads.

They’re interchangeable. One has a slightly more natural rhythm (ChatGPT), one has slightly more keyword coverage against the JD (Teal). Both would pass a recruiter screen. The difference in workflow is what actually matters, not the output quality.

Pricing reality

ChatGPT: Free tier gets you GPT-4o with message caps that most people never hit unless they’re running agents. Plus at $20/mo adds voice mode, Custom GPTs, priority access, and DALL-E image generation. For CV work specifically, the free tier covers about 90% of what you’d ever need. Plus is overkill unless you’re already in the ecosystem for other reasons.

Teal: Free forever tier includes the Chrome extension, kanban tracker, and five AI uses per day. Teal+ is $9/mo on annual, or $29/mo if you go monthly. Unlocks unlimited AI tailoring, match score, and the full export library.

Hard numbers for a three-month job search: free ChatGPT = £0. Teal+ annual = about £27 for three months. Neither is expensive. The question isn’t cost, it’s whether you’ll actually use the workflow features.

Head-to-head by candidate profile

Applying to fewer than 5 roles, confident writer Free ChatGPT. You don’t need a tracker for 5 applications, a spreadsheet works. Spend twenty minutes learning a good prompt and you’re done.

Applying to 20+ roles, currently disorganised Teal+. The tracker alone is worth $9/mo. The AI tailoring being tied to saved JDs saves hours across a volume search.

Career changer with an unusual path Free ChatGPT. Teal’s templates and keyword matching assume you’re applying for roles adjacent to what you’ve done. Career changers need flexibility to reframe, and ChatGPT’s open-ended conversation handles that better than any template-driven tool.

Senior candidate who already writes well Free ChatGPT. You don’t need the scaffolding. You need a thinking partner, and that’s what ChatGPT actually is.

Someone who’s never written a prompt in their life and doesn’t want to learn Teal+. Genuinely. If you’d rather pay $9/mo than learn how to constrain an AI, Teal exists for exactly this reason and there’s no shame in it.

ChatGPT wins on

• Flexibility. Any job title, any industry, any unusual situation.
• Price. Free beats $9/mo every time, if you’ll actually use it.
• Thinking partnership. Conversation beats templates for anything non-standard.
• Non-CV tasks. Interview prep, company research, negotiation scripts, all in one tool.
• Rewrites in seconds, with no tool to learn.

Teal wins on

• The tracker. Nothing in ChatGPT replaces a proper kanban of your applications.
• The Chrome extension. One-click job saving is genuinely a time-saver.
• Constrained prompts built in. You can’t prompt badly because you don’t prompt at all.
• Match Score. Rough but useful signal on keyword coverage.
• ATS-safe export. Actually formatted PDF, not a text dump.

My verdict

For most candidates who’ll put in twenty minutes of prompting practice, free ChatGPT beats paying $9 a month; if you won’t put in the twenty minutes, pay the $9 without guilt.

FAQs

Is Teal just ChatGPT with extra steps? Partly yes. Teal uses OpenAI’s API under the hood for its AI tailoring. What you pay $9/mo for is the job tracker, Chrome extension, and hard-coded prompt constraints that beginners would otherwise get wrong. The intelligence is the same, the wrapper is what differs.

Can free ChatGPT replace Teal entirely? If you can prompt well and you’re applying to under 10 roles, yes. If you’re applying to 30+ and losing track of who you’ve sent what, Teal’s workflow is worth $9/mo. The AI output quality is roughly equivalent once you know what you’re doing with ChatGPT.

What’s the prompting skill gap? Recruiters can spot ChatGPT output in about 10 seconds when it’s pasted raw. The gap between “write me a CV” and a properly constrained prompt (no buzzwords, word cap, British English, use only my real numbers) is about twenty minutes of practice. That’s the entire value proposition of paid CV tools in one sentence.

Does Teal detect hallucinated metrics? Not really. Teal constrains tone and keyword usage, but if your source CV says “increased revenue” without a number, Teal’s AI won’t invent one as aggressively as badly-prompted ChatGPT would, but it can still pad. You still need to read every bullet and confirm every number is yours. Neither tool does this for you.

What about Claude or Gemini instead of ChatGPT? Both work. Claude tends to produce slightly better prose for cover letters, Gemini is fine for bullets. The choice between ChatGPT and a dedicated CV tool doesn’t change if you swap in a different general AI. The prompting skill gap applies equally to all of them.

Related reading

• Best AI resume builders 2026 — the ranked comparison.
• ChatGPT prompts for resume writing — the prompt library that makes free ChatGPT work.
• Teal vs Rezi — if you’ve already decided you want a dedicated tool.
• ChatGPT review — the full recruiter-eye breakdown.
• Teal review — why candidates applying at volume use it.