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United StatesRetail and e-commerce2026 – ongoing

84 Lumber

Indeed Smart Sourcing for recruitment

84 Lumber reported higher positive response rates after using AI candidate matching and personalized outreach

WorkingVendor case studyVendor ↗

Problem

Recruiters needed to identify suitable candidates and explain why each opening matched their experience.

Approach

84 Lumber beta-tested Indeed Smart Sourcing, which used AI to match candidates with jobs and draft personalized outreach. Recruiters refined the generated messages before using them, according to CIO and HR head Paul Yater.

Results

No published figures

Takeaway

Recruiters retained responsibility for candidate conversations and the wording of outreach. No quantified hiring improvement was disclosed.

Categories

Business function
Human resources
Innovation type
Process innovation
Evidence
Vendor case study

Sources

  1. Tech Meets Talent: Inside a CIO’s HR Strategy
    Indeed10 Feb 2026Vendor publication

Source summaries

[1]Indeed10 Feb 2026

An interview with Paul Yater described recruiters testing AI matching and personalized outreach. Recruiters continued to revise messages, and no numerical recruiting result was provided.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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