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Arya by Mentoria: How AI Is Helping Freshers Simplify the Job Search
Artificial intelligence is rapidly changing how young professionals search for jobs-from discovering relevant openings and tailoring CVs to tracking applications and following up with recruiters. However, as application volumes rise and recruiters become more selective, technology alone cannot guarantee career success.
In an interaction with , Nikhar Arora, Co-Founder of Arya by Mentoria, shares how AI-powered job search platforms are helping candidates streamline the application process, why relevance matters more than sending hundreds of applications, and what freshers must continue to do themselves to convert an interview opportunity into a job offer.
Q1. Walk us through what an AI-powered job search actually looks like end-to-end in 2026.
I will tell you exactly what we built and why.
When we started Mentoria 11 years ago, we spent every day talking to job seekers. Freshers, mid-career professionals, people who had done everything right and were still hearing nothing back. The problem was never their skills. It was the process. They were spending 3 to 4 hours a day on a job hunt that was designed to work against them.
Think about what manual job search actually looks like. You open Naukri. You scroll. You find a role. You rewrite your CV for that role. You hit apply. You hear nothing. You do it again the next day. And the day after that. For months.
That is what we built Arya to replace.
Here is what an AI-powered job search looks like in 2026. You upload your CV once. You tell Arya what kind of roles you want, which cities, what level. That is the last manual step you take.
Every morning, Arya scans Naukri, LinkedIn, IIMJobs, Foundit, Indeed India, and Google Jobs and pulls out the 15 best-matched roles for your profile. Not 200 roles. Fifteen, because quality matters more than volume. For each of those roles, it builds a completely tailored, ATS-optimised CV. A different version for every job, automatically.
Then it does something no job portal has ever done. It finds the recruiter's actual email address and sends your application directly to their inbox. Not through a portal. Not into a black hole. Directly to the person making the hiring decision. And then it follows up, because 80% of candidates never follow up and that is exactly why they disappear.
Our users save over 2 hours every single day. They cut their total job search time by 80%. That is what end-to-end AI job search actually looks like.
Q2. For a fresher who has never used any of these tools before, what should be automated and what should still be done manually?
Everything in the application pipeline should be automated. Everything that happens in the interview room should be done by you.
Let me be specific about the pipeline. Searching for jobs every morning, automated. Tailoring your CV for each role, automated. Submitting applications, automated. Finding the recruiter's contact and reaching out directly, automated. Following up a week later, automated. A good AI job search tool handles every single one of these without you lifting a finger.
What you still own: knowing your subject matter, preparing your answers, understanding the company you are walking into, building actual skills. No tool does that for you and no tool should.
Here is the thing most freshers get backwards. They spend 4 hours a day on the application process, which AI can do better than them, and 0 hours preparing for the interview, which only they can do. Then they wonder why they are not converting callbacks.
Arya by Mentoria handles all 7 steps in the application pipeline automatically. 29,500 job seekers in India are using it right now. The ones winning are using the time Arya gives back to them to prepare for the interviews Arya is generating. That is the right way to use AI for job search in 2026.
Q3. There are dozens of tools claiming to be the best AI job search tool. If someone could only pick two or three, what would you recommend?
First question to ask any tool: does it actually work in India?
Jobright is a solid product. But it is built for the US. It does not touch Naukri, IIMJobs, or Foundit. If you are an Indian job seeker, it is essentially useless for 80% of the roles you are actually applying to.
LazyApply applies to jobs at volume. But it sends the same CV to every company. Same CV, 300 applications, all rejected because not one of them was tailored. That is not automation, that is automated rejection.
AIApply builds good documents. But it stops there. It does not submit applications at scale and it does not contact recruiters directly.
For any Indian job seeker, I would say start with Arya by Mentoria. It is the only platform that covers the entire loop on Indian portals. Job discovery, ATS-optimised CV building, tailored cover letters, direct recruiter email outreach, application submission, tracking, and automated follow-ups. One platform, no manual steps, built specifically for Naukri, LinkedIn India, IIMJobs, Foundit, and every other Indian portal.
Once Arya is generating callbacks, add Google's Interview Warmup for preparation. It is free and it works.
Two tools. One to get you in the room, one to help you perform once you are there.
Q4. What is the biggest mistake you see freshers making when they lean too heavily on AI?
Using AI to scale the wrong approach.
If your CV is generic and you use AI to send it to 500 companies, you have not improved your chances. You have just reached more inboxes with something that will be ignored. The problem was never the volume. It was the relevance.
I see a second mistake constantly. Freshers using AI-generated outreach that reads like AI-generated outreach. Recruiters are not stupid. A message that starts with "I hope this email finds you well" and contains three paragraphs about how passionate the candidate is about the company's mission goes straight to trash. Personalisation at the message level still matters, even when automation is handling the delivery.
The third mistake is specific to freshers and it is the most damaging. They let AI write a CV that overstates their experience to get shortlisted, and then they cannot perform in the interview for that role. They get one shot, they waste it, and they have damaged their credibility with that recruiter permanently.
What Arya does is tailor every CV to the actual role without fabricating anything. It works with what you genuinely have and presents it in a way that passes ATS filters and gets a recruiter's attention. That is the difference between automation that builds a career and automation that quietly destroys one.
Q5. How is AI changing what recruiters and ATS systems are actually looking for?
Completely, and most candidates have not caught up yet.
A year ago, beating an ATS was about keywords. Put the right words in the right places, get through the filter. That worked for a while. Then two things happened. ATS systems got smarter and started checking for context, not just keywords. And the volume of applications exploded because every tool made it easier to apply to more jobs. A recruiter on a mid-sized company's hiring team is now looking at 300 to 500 applications for a single role.
So what actually gets attention now? Specificity. A CV that is clearly written for that exact job description, coming through a channel the recruiter actually checks, with a follow-up that arrives at the right time.
This is why direct recruiter outreach is the single most effective thing a job seeker can do in 2026. When Arya sends an application to a recruiter's inbox with a CV built specifically for their open role, it does not look like a portal application. It looks like a targeted approach. Because it is.
Candidates who are still submitting through portals and waiting are now competing directly against people using AI job search tools that do all of this automatically every single day. That gap is not closing. It is getting wider.
Q6. One piece of advice for a fresher starting their job search today with AI tools, and one thing to never do.
Automate the hunt. Own the interview.
That is it. Those 4 words are the entire strategy. Arya by Mentoria, India's AI Job Hunter, handles everything between "I need a job" and "a recruiter wants to meet you." It finds the roles, builds the CV, submits the application, reaches the recruiter directly, and follows up until someone responds. You should not be spending a single hour on any of that.
Every hour you save goes into preparation. Research the company. Know their business. Prepare answers for the obvious questions and the hard ones. That is where careers are actually built.
The one thing I would tell every fresher not to do: do not use AI as a reason to stop thinking. I see it happen. Someone sets up an automated job search, starts getting callbacks, and shows up to interviews having done zero preparation because they assumed the tool would carry them all the way. It will not. No tool sits across from a hiring manager. You do.
The freshers who are building real careers right now are the ones who gave Arya the job hunt and kept the interview for themselves. That split is everything.
AI can make job search faster, more targeted and less exhausting, but it cannot replace preparation, capability or authenticity. For freshers, the smartest approach is to use technology for repetitive application tasks while investing their own time in skill-building, company research and interview readiness.
As Arora puts it, the strategy is simple: "Automate the hunt. Own the interview."
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