Switching AI Resume Tools? Check These 5 Things First

Quick answer: the question that decides whether to switch is not "how many features does it have" but whether the tool separates two different scores: how well your resume is written, and how well it matches one specific job posting's keywords and requirements. The second score only means something if the tool checks whether your resume already has real experience behind those keywords. Below are five criteria plus a pricing comparison of refresh.cv, Teal, Rezi, Kickresume, and Reeca AI, based on each service's published pricing and feature pages.

We build refresh.cv to take a pasted job posting, pull out its requirements and ATS keywords, and show how each keyword lines up against your resume's wording and your actual experience evidence. So when someone tells us they're thinking about switching tools, the first question we ask isn't which feature was missing. It's what the score they're currently getting actually measures. A tool that folds "your sentences read better" and "you match this job" into one number can raise that number while the distance between your resume and the job you're applying for stays exactly the same.

Name the reason you want to switch, in one sentence

Dissatisfaction with a resume tool usually comes from one of three places: the AI-generated wording doesn't match what you actually did, the score goes up but you can't tell which section to fix first, or the job-matching feature you actually need sits behind a paywall you haven't tested. That third case is more common than people expect. Teal's instant match score and job-keyword extraction are listed as part of the Teal+ plan, and Jobsolv's 2026 review notes that free users can only see the top five keywords.

Writing the reason down in one sentence makes the comparison much shorter. If the problem is sentence quality, keeping your current tool and changing your editing habits is faster than switching. If the problem is that job-specific fit isn't visible, the five criteria below are worth running.

Criterion 1: Does it pull requirements and keywords from the actual posting?

A tool with no way to input a job posting URL or the posting text can't structurally calculate job-specific fit. Rezi is positioned around job-keyword targeting and a 23-point scoring system (Jobsolv, 2026), while Kickresume is built around templates, AI writing, and a resume checker (Kickresume help center). Two products can carry the label "AI resume tool" and still start from a different unit of input.

Separating Keywords From Real Experience

This is the criterion that matters most. Compare a keyword list against a resume, and the output stops at "add this word." We split the comparison into three states instead:

1. Keyword present and experience evidence present: only the wording needs to be aligned with the posting's terms.
2. Relevant experience exists, but the posting's specific wording is missing: this is where a rewrite has the biggest effect.
3. Neither the keyword nor the underlying experience exists: this is a qualifications or learning-plan gap, not something a sentence can fix.

Without this split, the third category gets filled in with invented sentences too, and the hiring environment has made that risk larger. According to the Muhayu 2026 AI Hiring Trend Report, the share of submitted cover letters suspected of being AI-written rose from 48.5% to 64.4% year over year, a 75.6% increase in suspected AI-written submissions (Tech42, 2026. The same report's employer survey found that 52.4% of recruiters were using or piloting AI, with adoption concentrated in document screening (68.2%), candidate evaluation (45.5%), and interview prep and assessment (27.3%) (ETNews, 2026). A sentence built on nothing tends to stay exposed once the process moves past the document stage.

Before-and-after example: a marketing candidate's original bullet, "Ran social media content," carries no evidence trail. Say the posting asks for "content calendar management," and the candidate actually planned weekly Instagram posts for a club. The rewrite becomes: "Planned and published a weekly content calendar across [platform] for a [team/club] of [size], coordinating post timing with [campaign or event]." The keyword now sits on top of a specific, checkable activity instead of a borrowed phrase.

Criterion 3: Can you verify the feature you need on the free plan?

The decision to switch should be settled before you pay. Based on each service's published documentation:

Pricing and limits change on all of these services without much notice, so it's worth rechecking the plan page immediately before you pay rather than relying on a comparison table, including this one. A feature not listed here isn't necessarily absent from that service; this only reflects what's confirmed in each provider's published documentation.

Fixing the Right Thing First

Most tools will give you a score and a list of missing keywords. What actually saves time during an application is an output that says which one to fix first. We put the second state, relevant experience without the posting's exact wording, at the top of that list, because it can be resolved by rewording alone, without inventing a new experience to fill the gap.

It's also worth checking what the score is actually measuring. Jobsolv describes Teal's match score as a reference indicator rather than an employer-issued ATS result (Jobsolv, 2026), and Rezi frames its own scoring and keyword suggestions as diagnostics meant to be checked against the real posting and your actual background (Jobsolv, 2026). None of these scores are a stand-in for an employer's hiring decision.

Language and Document Coverage

If you're preparing both English-language and Korean-language postings, check the tool's language coverage before you commit. refresh.cv supports resume writing plus English, Japanese, and Chinese cover letters and score analysis, and public resume pages and PDF/DOCX downloads vary by plan (refresh.cv pricing). If Japan is part of your search, note that 履歴書 (a basic personal history form) and 職務経歴書 (a detailed work-history document) are treated as separate documents there, which should factor into any tool comparison for that market.

Test it with one job posting before you decide

Take a real posting, say for a marketing role, and run it through the tool you're evaluating. Requirements like "performance ad management," "GA4-based reporting," and "content calendar operations" get extracted. If your resume already documents ad spend and ROAS improvement, that's the first state. If you planned weekly social posts for a club but never wrote "content calendar operations," that's the second state, and the fix is to describe the same experience using the posting's language. If you've never touched GA4, that's the third state, and the honest move is a learning plan or an alternate piece of evidence, not an invented sentence.

Run the same posting and the same resume through each service you're weighing, and the differences show up quickly. A tool that can't tell the second state from the third will show both as one undifferentiated "missing keywords" list. Our related guides on checking a tool against one job posting and comparing platforms on evidence-matching walk through this same verification process in more detail.

FAQ

What should I do before canceling my current subscription?

Take one posting you're actually planning to apply to, along with your current resume, and run both through the free tier of the tool you're considering. If the match score itself sits behind a paywall, check the pricing page first to see exactly how far the free tier goes.

Can I use two services at once?

Yes. Some people split posting management, resume writing, and job-specific comparison across separate tools. If you do, you'll end up with two different scores, so keep track of which number reflects document quality and which one reflects fit with a specific posting.

Does adding more keywords improve my chances of passing screening?

There's no confirmed evidence for that. Published reviews caution against treating a tool's score as equivalent to an employer's actual ATS decision (Jobsolv, 2026). We guide edits toward matching your wording to real experience evidence rather than maximizing keyword count.

Does this still apply if I have almost no work experience?

Yes. It's normal to see a lot of items in the third state, keyword and evidence both missing. The value of that list is in identifying which of those gaps can realistically be closed with a class, a project, or other alternate evidence.

Open the last score screen your current tool gave you, then paste the same job posting into refresh.cv and compare how the three states and the fix-first priority come out. Plan details and free-tier limits are on the refresh.cv pricing page.