244 Applications, 4.62 Recruiters: Rank Glassdoor Jobs by Who Replies

Applications per job have more than doubled since 2022, from 116 to 244, while recruiters per organization dropped from 10.43 to 4.62. Whether anyone has time to answer you now matters more than how well a job fits you on paper.

Glassdoor Recruiter, which launched in the US on Oct 8, 2026, puts a number on that. Every job it recommends shows a match score and an applicant experience score. Most people will sort by the first one. The second one decides whether you hear back.

What did Glassdoor Recruiter actually launch?

Glassdoor Recruiter is a US job-search tool, currently labeled beta. It matches your stated preferences against Indeed's job listings and Glassdoor's workplace data, then scores each role on two things: fit, and how responsive the employer is.

Each recommendation includes:

• A match score with a fit breakdown across skills and experience, compensation and wellbeing, and culture.
• An applicant experience score. This rates how responsive the employer is to candidates.
• A visibility toggle. Turn it on and employers can see your profile and contact you.

According to the product page, the tool draws on more than 250 million reviews, ratings, and salaries, 3.9 million companies, and over 6 million US jobs from Indeed. Andy Chen, Glassdoor's Chief Product Officer, put the pitch this way: "the future of hiring is about fit, not volume."

That's the marketing. The data released alongside it says something narrower. Fit still matters, but the bottleneck is whether anyone on the employer side has time to answer you.

Why is employer responsiveness the real bottleneck now?

The employer side has shrunk while the applicant side has doubled, so a recruiter's time is now the scarcest input in your search. The figures Glassdoor released with the launch cover more than 6,000 companies and over 640 million applications from 2022 through 2025. Greenhouse's 2026 "Hire Standard" benchmark page fills in some of the years in between:

That works out to 111% more applications per job and 56% fewer recruiters per organization. A note on sourcing: Greenhouse published the same four headline figures months before Glassdoor did, so they most likely come from Greenhouse's applicant-tracking data rather than from Glassdoor's own reviews. The trend holds either way.

Divide applications per job by recruiters per organization and you get a rough pressure index. It isn't a real per-recruiter caseload, but it shows the direction clearly.

The cause is simple. A recruiter's week has a fixed number of hours. When the pile for each role doubles and the team handling it halves, something gets dropped, and replying to rejected applicants is the cheapest thing to drop. Ghosting is when an employer stops communicating with a candidate without telling them the outcome. Usually it isn't malice. It's what happens when capacity runs out.

Why doesn't a high Glassdoor match score predict a reply?

The Glassdoor match score measures whether a job fits you, based on the pay, wellbeing, and culture preferences you entered. It tells you nothing about whether the employer has the capacity to respond. A 95% match at a company that never replies gets you the same result as not applying.

The two scores answer different questions:

Ghosting is getting more common. In one 2026 job-seeker survey (some sources credit it to iHire and others to Criteria Corp, so treat the attribution as unsettled), 53% of job seekers said an employer had ghosted them in the past year, up from 48% in 2025 and 38% in 2024. The most common point was right after applying: 28% were ghosted after submitting an application.

So the biggest drop-off happens at the first stage, and that is the stage the applicant experience score is meant to describe. If you're asking which jobs actually respond to applications, this score is the most direct answer Glassdoor has given you so far.

How should you rank a shortlist in Glassdoor Recruiter?

Filter by responsiveness first, sort by match second, and spend your tailored applications only on roles that pass both. Here's the order:

1. Cut low-responsiveness employers first, whatever their match score. A strong fit at a company that doesn't reply is a waste of your time.
2. Check how many reviews sit behind each score (more on this below). A score you can't trust goes into a "maybe" pile. It doesn't count as a pass.
3. Sort the remaining roles by match %, then read the fit breakdown. A match carried by compensation is different from one carried by skills and experience. The second kind is the one a recruiter will recognize when they skim your resume.
4. Limit how many tailored applications you send. Greenhouse's "Dream Job" feature lets users mark one application per month as their dream job. That's a useful model: a scarce, high-effort application should go only where both scores are strong.
5. Log the date of every application and every reply. Pin's Employer Ghosting Index found that 72% of people in live conversation with a hiring team, on roles still posted, went more than 30 days without any logged recruiter follow-up. Your own log will tell you whether Glassdoor's score held up.

The fourth step is where most of the effort goes. Each application on the shortlist needs a resume rewritten for that posting, and that's the part people skip when they're tired. Refolk does that work for you: paste the posting, and I rewrite your resume from your own history to fit it and draft the cover letter. I also give you a fit score based on what the posting actually asks for, which is a stricter test than a match score built from your preferences.

This matters because Daniel Zhao, Glassdoor's chief economist, has warned that AI "absolutely does risk reducing your job application materials to the same style as every other applicant's." Even a responsive employer is sorting through an average of 244 applications per job. Tailoring built from your real history is how you stand out among them.

How much should you trust an applicant experience score?

Trust it in proportion to the number of reviews behind it. Glassdoor hasn't published how the applicant experience score is calculated, and if it comes from interview reviews, smaller employers will produce noisy scores.

Here's an example from Glassdoor's interview pages: Launch That shows a 50% positive interview experience based on 15 ratings. Fifteen people can swing that number with a single bad hiring round. Large employers with years of reviews give you a steadier signal.

Practical rules:

• Read the review count before the score. A low count means the score is close to unknown, so treat it that way.
• Check the dates. A team that ghosted people two years ago may have new recruiters now, or may have lost half of them.
• Read the text of recent interview reviews. Look for "never heard back" or "no update after onsite." That tells you more than a single percentage.
• Don't punish a small company for having no data. Missing data is neutral. Score those roles on match and decide whether the role is worth the gamble.

What does a low responsiveness score tell you beyond silence?

It usually means the whole hiring process is bad, not just the first reply. In Glassdoor's analysis of more than a million interview reviews, 87% of reviews that mentioned ghosting also reported a negative overall experience.

That makes sense. A team that can't send a two-line rejection is usually also behind on scheduling, feedback, and decisions. And according to the 2026 survey cited above, ghosting continues well past the application stage:

• 20% of candidates were ghosted after one full interview.
• 16% after an initial phone screen.
• 12% after multiple interviews.

Silence after a take-home or a final round costs you far more than silence after a one-click apply. When you filter out employers that ghost applicants at the start, you're also avoiding the much more expensive ghosting that happens later. That's the strongest reason to put this score ahead of match %.

Should you turn on resume visibility in Glassdoor Recruiter?

Turn it on, but only after you've built the profile on purpose, and don't make it your main channel. Inbound recruiter contact gets ghosted more often than your own applications do, and it produces fewer interviews.

The data behind that:

• An analysis citing Glassdoor review data found that 6.5% of interview reviews from recruiter outreach mention ghosting, compared with 4.9% for online applicants.
• Online applications led to 2x as many interviews and 1.5x as many offers as all other sources combined.
• Recruiter-sourced applicants grew 72% from 2023. That sounds large, but it's a move from 8.6% to 14.8% of applicants.

There's also the question of who's reaching out. In Refolk's index, 145,453 US profiles hold recruiter or talent acquisition titles. "Recruiter" is the top title, and the staffing firm Experis appears among the top employers. Some of your inbound messages will come from agencies filling quotas rather than in-house teams. In the UK sample, the top title is "Talent Acquisition Partner" (8 of the 25 sampled profiles), which hints at more in-house recruiting there. The sample is too small to prove that, so treat it as a hint.

When you turn visibility on, build the profile for one specific search:

• One narrow target title, not three. "Senior Data Analyst, Marketing" gets better outreach than "Data / Analytics / BI."
• Real numbers in every recent role. Recruiters scanning profiles look for scope, and numbers are the fastest way to show it.
• A clear location and pay range, so mismatched outreach filters itself out.

If your current resume is a pile of old drafts, Refolk can write a clean base version from your work history. That gives you something solid to build the visible profile from, instead of whatever you last uploaded.

Will Glassdoor keep showing you employers that ghost applicants?

It might. Every listing comes from Indeed, and Indeed makes money selling job postings to employers. A tool that steers candidates away from paying employers works against that business model, and how Glassdoor handles that tension will show up in your feed.

Keep an eye on it yourself:

• Count low-responsiveness employers in your recommendations each week. If the number keeps rising while your filters stay the same, the ranking is favoring something besides your odds.
• Compare your logged reply rates with the scores. If highly rated employers go quiet too, the score isn't measuring what you need.
• Remember the tool is in beta. Scoring methods change during betas, sometimes without notice.

Glassdoor gave you a useful number. Using it as your first filter is still up to you.

FAQ

Which Glassdoor Recruiter score best predicts getting a reply?

The applicant experience score, because it's the only one built around how employers treat candidates. The Glassdoor match score reflects your own preferences for pay, culture, and wellbeing, so it tells you whether you'd want the job, not whether anyone will answer you. Filter by responsiveness first, then use match % to choose among the employers that are likely to reply.

Is a missing or low-volume applicant experience score a red flag?

Not on its own. A score based on a handful of reviews (Launch That's 50% positive rests on 15 ratings) is close to unknown, and small employers often have no score at all. Treat missing data as neutral, read the recent interview reviews for mentions of silence, and decide based on match and how much you want the role.

Does turning on resume visibility replace applying?

No. Online applications produced twice as many interviews as all other sources combined, and an analysis of Glassdoor review data found recruiter outreach gets ghosted slightly more often (6.5% vs 4.9%). Turn visibility on with a narrow, specific profile, and keep putting most of your effort into applications to responsive employers.