Key takeaways

Two-thirds of candidates have worked with a chatbot, and they report that the best part of the experience was getting an immediate response instead of waiting endlessly for feedback. And of the 57% who had been interviewed by an AI voice agent, 92% found the agent to be as good as or better than speaking to a live person – even better than last year’s 88%. 

The job market has been tough these last few years, and candidates are feeling it. However, 84% of candidates who had a positive experience with recruitment AI are optimistic about the hiring process and AI’s role in it, compared to only 68% overall. This year’s survey makes it abundantly clear that AI improves the candidate experience and helps them be more optimistic about their job prospects. This year’s GRID report shows more candidates are using staffing firms to find work, and AI seems to be a big part of the value proposition.

Candidates are turning to recruiters to navigate a challenging job market

As finding a job gets harder and more complicated, an increasing percentage of candidates are turning to staffing firms to help them navigate the process. Last year 35% of candidates surveyed said they most frequently used staffing firms to look for work. This year that number was 58% and was basically tied with job boards. It is getting harder and harder to find a job through a job board, and the support and guidance recruiters offer is a real differentiator in the current market.

My whole goal is to humanize you so that when we are considering you for a position, you are a well-rounded individual with a personality, with value that you bring. You're not just a resume.
Lauren Hunter-Parrish Lead Staffing Manager, TriStarr

Everyone is using AI and it has already changed recruitment

Today, both talent and recruiters are consistently using AI. Three-quarters of talent are using AI for things like writing resumes and submitting applications, and 69% of candidates have encountered AI deployed by their staffing firm for either pre-screening or interviewing.

AI is already delivering better talent experience and outcomes

Talent appreciate that AI means consistent communication and the right jobs

When candidates were asked where AI has been the most useful to them the results were clear: Finding the right jobs and streamlining the job-search process. In fact, 90% of candidates would keep working with their staffing firm when they are satisfied with the jobs being offered. And for years, candidates have been saying the recruitment process is too slow and too opaque. They understand that, especially with the increasing volume of applications and the rapidly changing job market, AI tools are the way to break through, for both them and for recruiters.

Talent says recruitment AI improves speed and responsiveness

Talent understands that recruiters working in concert with AI results in faster responses and a better understanding of the overall hiring process. They appreciate the speed, clarity, and communication that they know is only possible today with the help of AI. This demonstrates that AI is directly addressing the pain points candidates face in their job search and accelerating the process at every stage. And some staffing firms are even finding a way to make sure that these tools offer a tangible benefit to candidates who are not placed. One firm noted that these days they are as much about creating detailed skills assessments and recommendations for talent as they are about simply placing them in roles. At Avenica, the resulting report is provided to everyone who goes through their process and the feedback from candidates has been overwhelmingly positive.

At the end, they walk away with something tangible... They get that report, whether they get a job or not... So they're seeing value in the experience with Avenica, even if we're not getting them a job.
Gary Benedik Chief Revenue Officer, Avenica

AI improves candidate satisfaction, loyalty, and optimism

This year, 69% of respondents reported that they had worked with recruitment AI in some capacity, and 81% of them rate the experience as positive. In fact, nearly two-thirds say it is better than the AI tools they have encountered in other parts of their lives. And loyalty, satisfaction, and optimism all jump significantly when talent works with AI and experiences the results it can deliver.

Speed and responsiveness drive candidate loyalty and satisfaction

Candidates always want everything faster. This has been true for the last three years of the Talent Trends Report. 40% of candidates who gave up on working with a recruiter did so because the process didn’t move quickly enough. And dissatisfied candidates cited recruiters who didn’t respond promptly, interview processes that were too slow, and pay set-up that took too long. But loyalty jumps to 89% when talent are satisfied with the speed and responsiveness of the recruiter. And 98% of candidates who had a very positive AI voice agent interview experience are satisfied with the speed and responsiveness of their staffing firm.

70-80% of talent is satisfied with their recruitment experience

Most candidates are satisfied with today’s recruitment process, 83% stating they would work with their recruiter again. On average, 75-80% of candidates are happy with each stage of the recruitment process. And around 70-75% of candidates are satisfied with AI at each stage. This is a big improvement on 2025 results and puts candidate satisfaction about back on par with where it was in 2024. It suggests the technology has improved significantly just in the last year, so 2025 was almost like a beta test, the technology was there but it wasn’t all delivering the best talent experience. This year, it is.

Chatbots directly address candidates pain points

When asked what they liked most about working with a chatbot, talent clearly indicated they like how fast it is, and how they know exactly where they stand in the process. Working with a chatbot is a quick and easy way to get through initial baseline screening and get one step closer to a human interaction. These benefits directly address the concerns around speed and responsiveness that led candidates to stop working with a recruiter. And candidates can feel the improvement. However, one thing that staffing leaders shared is that not all agents are created equal. The most successful recruiters are scrutinizing screener questions and carefully tailoring them to the role and the employer. That is what makes a positive chatbot experience and candidates can feel the difference.

We really take an active approach to the questions that we choose, going in and editing, tweaking, deleting, adding. Let's really tweak them more to the job, to the environment, so that right off of the bat the information is really specific to this job.
Lauren Hunter-Parrish Lead Staffing Manager, TriStarr

Voice agents may make it easier to demonstrate skills

Candidates who have been interviewed by an AI voice agent were overwhelmingly satisfied with the experience. Some 92% found the voice agent to be as good or better than being interviewed by a real person. In fact, 62% said it was better. Several staffing leaders said that tracked with their experience. Especially for technical and skilled trade roles, an AI agent programmed to deeply understand the role can be better at assessing skills and asking follow-up questions as compared to a junior or even mid-level recruiter who doesn’t specialize in that field. Candidates seem to appreciate the ability to showcase their talents to “someone” who understands them, and then let their human interactions be about soft skills and cultural fit.

The agent can speak with candidates and ask legitimately relevant technical questions, which gives them a chance to showcase how talented they really are.
Ryan Boyden Sr. Director, Enterprise Delivery, Take2

When candidates have a good AI experience, they are satisfied with the recruitment process

For the last three years, talent has been making it clear that they are frustrated with what feels like unnecessary complexity and red tape. Dissatisfied candidates said the application process was too long, onboarding was too complicated, uploading compliance documents was too hard, and time tracking required too many clicks. The trend is clear, talent is struggling with poorly designed, overly complicated recruitment and hiring systems. But those concerns go away when talent has a positive experience with recruitment AI. Satisfaction with AI at every stage strongly aligns with overall candidate satisfaction for that same task. In fact, 93% of candidates who had a very positive AI interview experience were satisfied with the interview phase of the cycle.

Positive AI experience drives loyalty above 90%

When candidates had a positive experience with AI, 93% would continue working with their staffing firm, but only 59% of those who had a negative AI experience say the same. And that holds true for a positive AI experience at every stage of the recruitment process. Getting AI right across the board really matters. However, currently, only about 70-75% of candidates are satisfied with AI at each stage of the recruitment process.

Working with AI nearly doubled optimism about the hiring process

A good experience drives optimism about the job market and hiring. In fact, 84% of those who had a positive AI experience are optimistic about the overall job market. Only 46% of those who didn’t have a positive experience with AI were equally optimistic. Once candidates see how much AI can help them in their job search, they stop seeing it as a blocker, and that breeds an overarching sense of optimism. These tools can do so much to address the concerns job seekers are feeling in what has been an uncertain and sluggish hiring market for the last 2-3 years.

Using AI doubles the chances that candidates are very satisfied at every stage of the recruitment process

One of the most striking findings this year is that simply encountering AI as part of the recruitment process makes it significantly more likely that candidates are not only satisfied but very satisfied, 5 out of 5 on the satisfaction scale. And more than 80% of those who have worked with AI scored each phase at least a 4. So, those candidates who have seen what AI can do are significantly happier with the recruitment process across the board. A strong endorsement for the transformational power of AI in staffing.

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Some candidates remain skeptical about AI: What is the recruitment experience like for them?

Although the majority of respondents in this year’s survey are happy with the way AI has transformed the job-search process, 24% were dissatisfied with AI in at least one stage of the recruitment process. Many of these are among the 17% of candidates who are not sure they would keep working with their recruiter. Most of these respondents are not unhappy everywhere. 59% were dissatisfied with only one or two stages, so there is a real opportunity to change their minds by enhancing their experience. And the data shared above shows just how much impact that can have. So, what do we know about this cohort?

AI skeptics are hesitant to use AI for their own part of the job search

AI skeptics are generally less likely to be using AI tools in their job search, so perhaps it is not surprising that they are also hesitant about the AI tools recruiters are using. They are 40% less likely to be using AI to help with their resumes and 33% are less likely to be using it to apply to jobs. The impact is two-fold. These candidates may have less comfort and familiarity with AI, leading to more negative experiences with the tools. They are also forgoing the benefits of AI on the candidate side, making their job-search process more time-consuming and more challenging.

Some recruitment leaders we spoke with noted that they are receiving more personal outreach from talent on LinkedIn or via their own websites. Candidates are using the time AI saves them to make more personal connections and build their networks, just as recruiters are doing on their side.

AI skeptics have experienced more logistical and process issues

When asked where the recruitment process broke down, there was a qualitative difference between what AI skeptics and AI adopters said. Those who were dissatisfied with part of the recruitment AI experience had complaints that were much more likely to be logistical and related to lack of clarity or support (“unclear on next steps,” “no support when stuck”). Whereas the happy group was more likely to cite broad friction, like the process being too slow or forms being too complicated. So the skeptics are way more concerned that AI is a blocker for them, that they won’t stand out and the process won’t be fair, and that also correlates with them feeling like they didn’t get enough support or guidance as they move through their job search.

AI skeptics are more worried about being boxed out or denied human interaction

Talent who were not satisfied with AI at some stage of the recruitment process were around twice as likely to be concerned that AI would unfairly eliminate them from consideration or prevent them from speaking to a live person. This raises an interesting question: Are dissatisfied candidates unhappy with the technology? Or are they unhappy with the result they got? The fact that, after dropping significantly last year, talent satisfaction across the recruitment cycle has bounced back and suggests that the technology has advanced to the point where it provides a good experience. But these concerns suggest that candidates may still be uncomfortable with the idea of technology making the hiring call rather than a person. Several staffing leaders noted that candidates often believe they could have convinced a human if they had just been given the chance. They made clear that they have procedures to ensure that they reach out to borderline candidates and evaluate potential, not just a pre-programmed checklist. Everyone noted that building talent’s trust in the tools, offering visibility into how they work, and reassuring candidates that a human will always be part of the process is crucial as AI becomes more and more ubiquitous.

Every single applicant that completes all the steps will talk to a human on our team. We are transparent about that from before they enter into the engine as an applicant... We verify, we guarantee that they will talk to somebody on our team, whether they have a job for them or not.
Gary Benedik Chief Revenue Officer, Avenica
I want to know there's a human behind the scenes here, and they're sensing, verifying everything, sense checking everything, doing everything properly.
James Osborne Co-founder, The Recruitment Network

AI skeptics worry more that they will not stand out

Those candidates who were unhappy with AI at some stage seemed more concerned about the way other applicants using AI would make it harder for them to be recognized for their qualifications. The more satisfied applicants were more worried about a general volume of applications making it harder for everyone, but those who are the most cautious about AI seem more focused on the way that applicants using AI will make it harder for them to get a fair result. Again, it begs the question of whether or not these are the candidates who have experienced the most rejection in their job search and wonder if AI is the reason.

What else are candidates worried about?

For the first time this year, Bullhorn interviewed not only staffing industry professionals, but a handful of job seekers, as well. While a few common themes emerged, in general, candidates today feel like they are fighting an uphill battle with very little chance of breaking through to find a job or even to be heard. A few specific challenges they mentioned:

  1. Fake job postings: Many people noted that employers often post the same jobs over and over again without ever filling them. The most experienced have become attuned to the subtle signals like no salary range on the posting, or generic language.
  2. Blackhole of job boards: Candidates continually say that one of their biggest frustrations is that they apply to dozens or even hundreds of jobs on LinkedIn or Indeed and never get a single response – “crickets” they said.
  3. Scam outreach: Candidates mentioned an overwhelming number of unsolicited texts, job postings that turned out to be multi-level marketing schemes, or outreach from fake recruiters.
  4. Overwhelming applicant volume and “resume fluffing”: As reflected in the survey results, the candidates we spoke with said how discouraging it can be to know you are competing with hundreds and hundreds of applicants for every job, and that everyone has used AI to optimize for the job description.

One thing really jumped out from these candidate conversations, by and large these bad experiences are coming when candidates apply through job boards or employer web sites. The declining experience among job-seekers should be a real opportunity for staffing firms. Their services are more in demand than ever. Recruiters will only put legitimate opportunities in front of a candidate. Experienced recruiters can tell which candidates are genuine. And all the recruiters we spoke with make a point of communicating with candidates frequently, with AI allowing recruiters to reach even more talent than ever.

I empathize with job seekers right now, because the job board situation, it doesn't matter which one you're using, it's bleak.
Lauren Hunter-Parrish Lead Staffing Manager, TriStarr

Communication and career support, from real people, remains a critical piece

As evident in the pain points candidates called out and the ways AI failed dissatisfied candidates, talent is craving frequent communication and updates on their progress. The good news is that when they get this time and attention, candidate loyalty skyrockets. About 90% of talent who are satisfied with speed and responsiveness would keep working with their recruiter.

Candidate loyalty hits 91% when recruiters reach out at least once a week

71% of candidates want to hear from their recruiters once a week or more, about the same level as the last two years, but only 56% say that is happening. Only 42% of AI skeptics say their recruiters reached out that often, and this group were almost twice as likely to say they stopped working with a recruiter because there wasn’t enough communication. Frequent proactive outreach directly addresses the pain points of responsiveness and support. Several recruitment leaders shared that their candidates are craving as much communication as they can give them and are quite happy with some of it being automated, as long as it actually conveys information about where they stand in the process. It is becoming more and more clear that ideal talent engagement relies on a hybrid team of humans and digital tools.

What candidates seem to want most from the job application process right now is connection. They're willing to apply to thousands of jobs knowing most applications will go nowhere, but when someone takes time to call them, even if it's just to acknowledge their application, you can tell they're incredibly grateful. And very often, they come back.
Ryan Boyden Sr. Director, Enterprise Delivery, Take2

Candidates really appreciate what human recruiters can offer

With the volume of applications increasing exponentially, it can feel harder and harder to break through the noise. Talent is more in need than ever of the kind of human support recruiters can provide. They not only want recruiters who understand the job they are seeking today, they want help figuring out how to plan for the future, lining up new assignments and making sure they have skills that remain relevant in a rapidly changing job market. And AI skeptics are half as likely to be proactively offered new assignments and 60% less likely to be taking advantage of reskilling programs.

Career support also drives optimism

As is evident in the data shared so far, optimism is strongly associated with candidate satisfaction and positive experiences in recruitment. Recruiters should actively try to foster enthusiasm by delivering real value, understanding, and support to candidates. 90% of those who are optimistic about AI in the hiring process would keep working with their recruiter as compared to just 66% of pessimists. Core recruiting services are the engine creating loyal talent and the differentiator that job boards cannot duplicate. They are also at the very heart of what staffing firms were created to do. It helps candidates reach for the future they want and it creates real optimism even in the face of challenges.

Conclusion

Optimism isn’t luck. It’s not about the job market itself. It’s the natural outcome of a better, faster, more transparent recruitment process. AI is already delivering that. The candidates who have experienced it understand that it is making them more satisfied, more loyal, and more optimistic about the future. 

This year’s report paints a clear picture of a candidate experience that has been transformed by AI in recruitment. The biggest takeaways from this year’s data are that:

  • AI is already successfully addressing talent’s biggest pain points
  • Thoughtfully designed recruitment AI drives satisfaction, loyalty, and optimism
  • Talent has legitimate concerns: building trust in AI is crucial
  • The human element, enabled by AI, is how staffing firms deliver value to talent

The point isn’t using AI to remove humans from the recruitment process. It is about eliminating the friction that drains optimism and creating an AI experience that elevates qualified candidates’ visibility rather than obscuring it. It is about experienced recruiters orchestrating and continually refining the work of digital agents. It is about reducing the amount of time it takes to get to a conversation with a real person. It is about good governance and human oversight to make sure candidates always feel treated fairly.

When AI solves for speed and simplicity, it reassures applicants, improves the experience, and helps recruiters humanize candidates in a way that benefits everyone in the process.