Indeed

Objective

Make recommendation, rather than keyword search, the mechanism that brings a candidate to apply. Two things are at stake: giving time-pressed employers applications they can act on right away, and keeping candidates on Indeed while conversational assistants and AI-generated search summaries divert part of job boards' traffic.

The deployment

Indeed is the job platform of Recruit Holdings. Its May 15, 2026 press release gives the scale: more than 645 million candidate profiles, more than 3.3 million employers, more than 60 countries, and integrations with more than 350 applicant tracking systems. The setup addresses one precise point in the journey: the path by which a candidate reaches the job they apply to. The historical mechanism was keyword search. Someone types "French chef", sponsored listings surface in the results, they apply. On May 15, 2026, presenting the results for the fiscal year ended March 2026, Hisayuki Idekoba put a number on the split between the two sources of applications for the first time: keyword search now brings only 30% of them, the remaining 70% come from recommendations and AI tools. What the candidate sees is jobs offered in their feed, emails and pop-ups saying, in substance, that this company seems to want them to apply. Those messages are triggered by what employers do in their own tools: Smart Sourcing surfaces likely-fit candidates to the recruiter, Smart Screening filters applications against criteria the recruiter has set. The hiring-intent signal produced this way flows back to the candidate side. Career Scout and personalized feeds round out the setup on job discovery from skills and stated preferences. Indeed also announced an integration with ChatGPT in February 2026. Two results are put forward on the employer side: an average 20% drop in time to hire for those using Smart Screening in early US tests, and up to 50% with Premium Sponsored Jobs. These are recruiter productivity gains. The marketplace effect reads elsewhere: employers using Sponsored Jobs respond 45% faster to candidates, monthly active users hit a record in March 2026, up 18% year over year, and Indeed counts 31 hires per minute, against 27 previously. The exact country-by-country scope of the rollout is not published.

Results Proof A

Three of the four figures are spoken by Hisayuki Idekoba, CEO of Recruit Holdings, during the fourth quarter and full year FY2025 earnings presentation on May 15, 2026, and appear word for word in the official transcript published by the company on its investor page (S1). The fourth comes from the press release Indeed published the same day (S2). The established HR trade press covers the case and the 70% figure (S3), and the setup is still discussed at the quarterly results of August 7, 2026 (S4). One reservation to keep in mind: all these sources trace back to the company itself, and no third party verifies the measurements. The 31 hires per minute and the 20% reduction in time to hire are explicitly Indeed internal data. And the causal link between AI and the rise in active users is the CEO's reading, not a test result. The company figures for the quarter, US revenue and earnings per share, are not results of this setup and are out of scope here.

The internal detail is not public. Here is a proven approach that leads to the same result, to adapt to your stack.

1. 1
   Collect the intent signal on the employer side employer / recruiter

   What the recruiter does in their tools, filtering criteria, candidates contacted, jobs they pay more for, indicates which companies genuinely want to hire and for which profiles.

2. 2
   Match profiles and roles AI

   The engine crosses skills, experience, stated preferences, and employer activity to identify the pairs where both sides have an interest in saying yes.

3. 3
   Go to the candidate instead of waiting for their search AI

   The job is pushed into the personalized feed, by email or by pop-up, with a message saying the company is looking for this profile. That path now brings in the bulk of applications.

4. 4
   Pre-qualify and answer fast employer / recruiter, assisted by AI

   Smart Screening filters out off-criteria applications upfront so the recruiter spends their time on the rest. The hiring decision stays human.

5. 5
   Loop back on the actual hire data team / AI

   The outcomes reported through the applicant tracking system integrations come back to feed the matching. A completed hire, a candidate who has become unavailable, a filled role change the following recommendations.