Goodfit

Zoko · B2B SaaS · 30+ employees

Zoko cut shortlisting from about 10 days to 1 day, with one person running hiring

To shortlist candidates, down from about 10 days
~1 day
To shortlist candidates, down from about 10 days
Time to hire, down from 4–6 weeks
2–4 weeks
Time to hire, down from 4–6 weeks
“Earlier, I had to go through every single resume manually. Now, I just look at candidates who've completed the AI round. If a thousand people apply, only 20 or 30 actually do the interview, and those are the ones worth speaking to.”
Arpit Joseph
Arpit JosephDirector of Growth and Operations, Zoko

Zoko is a platform that lets Shopify merchants use WhatsApp for sales, marketing and customer support. Thousands of brands use Zoko's automation and chat tools, so Zoko needs people who communicate well and get things done. We sat down with Arpit Joseph, Director of Growth and Operations at Zoko, to learn how Goodfit cut the number of applications he reads and helped him find people who fit the role and the team.

The challenge: 1 recruiter vs 1000s of applicants

Zoko had plans to rapidly scale hiring; however Arpit is currently the only one in charge of hiring. Every job post on LinkedIn generated anywhere between 600 to 1,000 applications within a week.

Arpit personally reviewed every single application. He had to open each one on LinkedIn, download the attached resumes, and read through them to check for relevant experience. Plus, LinkedIn's interface made this even more time-consuming since it required navigating through each application individually.

Because of the sheer volume, shortlisting became a major bottleneck. The entire hiring cycle from job post to final offer often stretched to four weeks or more. This made it difficult to consistently identify candidates who demonstrated initiative, attention to detail, and the right mix of communication and problem-solving skills needed for customer-facing roles.

"For every job posting we've put up, we get anywhere between 600 to 1,000 applications within a week. Just going through those applications and downloading resumes took days. Most nights I sat late just to get through all of them."

Arpit Joseph

Director of Growth and Operations, Zoko

ActionBefore GoodfitAfter Goodfit
Time to shortlist candidates for interviews10 days~1 day
Time taken to close the position30+ days2–4 weeks

Why Zoko chose Goodfit

Zoko needed a way to handle the overwhelming volume of applications while maintaining control over candidate quality and intent. Arpit wanted a solution that could automate the first layer of screening, help identify serious applicants, and save time without compromising hiring accuracy.

The decision to use Goodfit was straightforward. Arpit already knew the Goodfit team and trusted their approach. What stood out most was the platform's simplicity and the support provided during setup.

"When we first tried Goodfit, we didn't have to worry about implementation at all. I simply shared the questions I wanted the AI to ask, and their team handled everything. The onboarding was seamless, and it immediately started saving us time."

Arpit Joseph

Director of Growth and Operations, Zoko

The solution: automating high-volume screening with AI

Zoko's main priority was to hire for non-technical roles like Customer Success and Business Development. Here's how they use Goodfit to find the perfect candidates:

Automating screening to filter for intent and communication

With Goodfit's AI interview tool, Zoko now automates its first-round interviews. Instead of manually reviewing 600 to 1,000 applications, only candidates who complete the AI interview are considered for the next stage.

This immediately filters out low-intent applicants and highlights those who have taken the time to understand the role and apply thoughtfully.

This approach transformed how Zoko handles volume. Shortlisting that once took an entire week can now be completed in a single day or less.

Maintaining quality through AI-driven scoring

The Goodfit dashboard automatically evaluates candidates based on communication, clarity, salary expectations, and role alignment. Zoko uses these scores to categorize applicants into groups, such as "Good Fit," "Poor Fit," or "To Review Later."

Arpit uses a cutoff score of 7 or above to identify potential fits. Anyone below that threshold is automatically deprioritized, saving time and reducing decision fatigue. Zoko also asks about salary. If it is above budget, the candidate goes to "To Review Later" in case they scored well.

Goodfit as Zoko's default ATS

Before Goodfit, Zoko had no Applicant Tracking System in place. The entire process from job postings to candidate tracking was managed through LinkedIn and spreadsheets. Today, Goodfit serves as Zoko's default ATS, centralizing all candidate data, roles, and interview results in one dashboard.

This means Arpit no longer needs to juggle multiple tools or manually track candidate progress. Every application, interview score, and note is now stored and accessible within the Goodfit portal.

Faster hiring cycles and measurable results

Since implementing Goodfit, Zoko's hiring process has become dramatically faster and more focused.

For customer success and support roles, the improvement has been especially noticeable. In one instance, Zoko hired a top candidate within three weeks from job posting to joining, a process that previously took more than a month.

Results: faster hiring and smarter shortlisting

Since adopting Goodfit, Zoko has run 1,000+ AI interviews, found 307 "Good fit" candidates, saved 14 days of hiring time and cut manual resume screening by 95%. Time to hire fell from 4 to 6 weeks to 2 to 4 weeks. Scores for each answer help Arpit decide faster, and he has a steady list of serious, strong candidates.

What's next for Zoko

Zoko plans to use Goodfit for its next customer support and customer success hires. The team also plans to add skill tests and coding tests to its screening.

Arpit and his team will also set up a Goodfit career page, so applicants apply and start the AI interview in one place.

Shortlisting and time-to-hire

ActionBefore GoodfitAfter Goodfit
Time taken to shortlist~10 days~1 day
Time to hire4–6 weeks2–4 weeks

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What changed for Zoko

1,000+

AI interviews run

307

Good-fit candidates identified

20–30

Of every 1,000 applicants finish the AI interview, and Arpit reads only those

"I would highly recommend Goodfit because this is exactly the kind of work AI should do. It filters out the noise and lets me focus only on serious, relevant applicants. The platform keeps improving, and it's already saving me hours every week while bringing structure and consistency to our hiring process."

Arpit Joseph

Director of Growth and Operations, Zoko

Zoko cut shortlisting from about 10 days to 1 day. What would that look like for your team?

Put an AI interview link on your next job post and read only the applicants who finish it.

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