Sourcing in Recruitment: Where It Sits in the Hiring Process

By Sparsh Goyal, Founder at The Cognitive. Published 2026-11-03 · Last updated 2026-11-04

• Sourcing in recruitment is step 3 of the hiring process, after intake and the job description: a recruiter finds and contacts people before they apply.
• In Ashby's data, sourced people were 4.8% of applications but about 16% of hires, and on jobs with few applicants sourcing was the top driver of hires.
• At Ashby's average reply and interest rates, 100 outreach messages yield about 20 replies and 7 to 8 interested people for screening.

Sourcing in recruitment is the stage where a recruiter finds people who could fill a role and contacts them before they apply, then hands the interested ones to screening. In the seven-step recruitment process it is step 3. It comes after the intake meeting and the job description, and before screening.

It earns its place on the roles job posts do not fill. Across nearly 250,000 hires in Ashby's 2025 source-of-hire data, inbound applicants were the largest source of hires, at 43% to 52%, yet sourced candidates still made up about 16%. On jobs with few applicants, sourcing was the top driver of hires. In a separate Ashby study of 38 million applications (2025), sourced people were only 4.8% of the pile. The stage is run by a dedicated sourcer, a recruiter who sources their own roles, or an agency.

What is sourcing in recruitment?

ADP describes sourcing as the work where "recruiters proactively locate individuals who may be a good fit for their organization." The people found at this stage have not applied, so the recruiter goes to them.

Sourcing has a clear finish line. It ends when a person who meets the brief says they are interested and is passed to whoever runs screening. Everything after that, from the first screen to the signed offer, is the rest of recruiting.

The vocabulary around the term, from passive candidates to headhunting, is covered in what is candidate sourcing. How the sourcer's job differs from the recruiter's is in sourcing vs recruiting.

Where does sourcing sit in the recruitment process?

In the seven-step version of the recruitment process, sourcing is step 3. It is labelled "source and attract" because it covers both people who apply and people who are approached.

Some guides call sourcing the first stage of recruitment. They are counting from the first contact with people outside the company. Both views agree on the order: the brief comes first, and a search started without one tends to get redone.

Step 3 also sets the ceiling for every step after it. In Gem's 2026 Recruiting Benchmarks, only 8% of applicants got past initial screening and 0.5% received offers, roughly one hire per 200 applications. Once candidates reached the offer, 82% accepted. The funnel narrows hard at screening, not at the offer.

Nearly every role passes through this stage from outside. SHRM's 2026 benchmarking of more than 4,600 organizations put the median share of nonexecutive positions filled externally at 97%, and the median time to fill at 39 calendar days. Sourcing runs inside that clock, so outreach that starts the day a role opens buys time for every later step. Stage-by-stage drop-off has its own pages: the recruitment funnel and funnel conversion rates.

What goes into sourcing and what comes out?

Step 3 is only as good as the brief it starts from and the handoff it ends with. Both are written down.

What goes in, from step 1 and step 2:

• The must-haves and the deal breakers agreed at intake.
• The scorecard criteria from step 2, so sourcing and screening judge people the same way.
• Companies to search first, and companies to leave alone.

The intake meeting questions cover what to ask the hiring manager, and the sourcing brief template turns the answers into one page.

What comes out, into step 4:

• Interested people who meet the must-haves.
• For each one, why they were approached and what they said in reply.
• Anything already learned about pay, timing and the move itself.
• The open questions the screen should answer.

A screen that starts from what the candidate already said is shorter, and the candidate does not repeat themselves to a second person.

Inbound vs outbound: two ways to fill step 3

Step 3 fills from two directions. Inbound is people who apply to a job post or the careers page, plus referrals. Outbound, also called active sourcing, is a recruiter searching for people and writing to them first. Ashby's data shows how differently the two convert.

Applications: Ashby referrals report, 38M applications across 93K jobs, 2021 to 2024. Hires: Ashby inbound report, nearly 250K hires, 2021 to mid-2025. The two datasets differ, so the columns are not directly comparable.

Inbound brings almost all the applications and about half the hires, peaking at 52% of hires in Q2 2025. Sourced people and referrals are a sliver of applications and a much larger share of hires.

Agencies show the same split between volume and yield from another angle. In the referrals report, 42% of agency candidates went from application to interview, but only 8% of those interviewed went on to an offer. Getting someone into the process and getting them hired are different results, and step 3 should be judged on the second.

Internal candidates are the smallest row in both columns, since almost every role is filled from outside. When to look inside first is covered in internal vs external recruitment. The full side-by-side of inbound and outbound, from cost to control, is in what is outbound recruiting, and where to look for people, channel by channel, in candidate sourcing channels.

Which roles should you source?

Not every role needs outbound work. Ashby found that "as inbound applications increase, so do inbound hires, while sourcing decreases in share." The rule follows from that: source where the job post goes quiet.

A practical test is the first week. If a role has drawn enough applicants who meet the must-haves to fill a shortlist, sourcing hours go elsewhere. If it has drawn hundreds and none fit, the job post is not the channel for this role, and step 3 turns outbound. People who are not looking at all are covered in passive candidate sourcing.

Who runs the sourcing stage, and who do they hand to?

The owner of step 3 changes as a team grows. What stays the same is that someone has to receive the handoff.

In a split team, the sourcer's work ends at "interested", the recruiter's starts at "screen", and the notes in between are the only thing that crosses. When one recruiter does both, nothing is lost in transit, but the handoff happens in one person's head, so the notes still need writing down for the hiring manager.

A worked example: one role through step 3

Take a hypothetical senior data engineer role at a company few engineers have heard of. After a week, the job post has drawn few applicants who meet the must-haves. Intake is done and the brief is written. The recruiter reads profiles and contacts 100 people who fit it.

The rates come from Ashby's 2024 candidate sourcing report (500K+ email sequences, January 2022 to January 2024). The table is an illustration of the arithmetic, not a forecast for any one role.

Gem's 8% screening pass rate does not apply here: it is measured across all applicants, and these seven people were already read against the brief.

To plan a role, run the sum backwards. Decide how many people you want at screening, divide by your own interested rate, then by your reply rate. Fifteen people at screening, at Ashby's averages, means contacting about 200. Your own rates will differ, and after the first role they are the numbers to use.

The same stage in The Cognitive

The Cognitive runs the outbound half of step 3 and hands straight into step 4. The recruiter writes the role in plain English, and the brief becomes search filters they can see and change. The search covers ~900M public profiles, and every result shows a short line on why that person matches, drawn from their own profile.

From the results, the recruiter builds a shortlist and reveals personal emails for the people worth writing to. If no email is found, nothing is charged.

On Sourcing Pro and above, outreach is sent from your own mailbox, and the sequence ends for anyone who answers. Replies are sorted into interested, needs information, not interested and opted out. An interested reply adds the person to the role as a candidate, which is the handoff the worked example ends on.

Step 4 starts from there. With an AI Interviews plan, the recruiter invites the candidate to a 10- or 20-minute live AI video interview, two-way and scored on the criteria set for the role. The candidate books their own slot, and interviews run in 9 languages. The recruiter reads a scorecard with a score per criterion before deciding who moves on.

Plans start at $99 a month. The Cognitive does not post jobs or take applications, so the inbound half of step 3 stays with the job board and the ATS. Teams that fill most roles from applicants get less from it than teams that live on outbound.

Common mistakes at the sourcing stage, and how to start

• Starting step 3 before step 1 is finished. A search run before the must-haves are agreed gets redone once the hiring manager sees the first names.
• Treating step 3 as outbound only. Referrals held at about 17% to 18% of hires whatever the inbound volume. Ask the team for names on every role.
• Handing over names without notes. The screen then repeats the first conversation, and interested people cool off.
• Letting step 3 wait for step 4. Sourcing paused while interviews run leaves the next shortlist empty when the current one falls through.

To start, finish intake with the hiring manager, decide how many people screening should receive, and work the numbers backwards to a contact target. After the first role, swap Ashby's averages for your own reply and interested rates. The method inside sourcing, from search to follow-up, is in how to source candidates.

To try the search half of step 3 on a live role, the free trial runs 7 days with no card and shows up to 100 people; outreach is not part of the trial. Try The Cognitive free.

Sources

• Ashby, How many hires really come from inbound? (nearly 250K hires, January 2021 to June 2025), ashbyhq.com, 2025.
• Ashby, Are referred candidates more likely to get hired? (38M+ applications, 93K jobs, 2021 to 2024), ashbyhq.com, 2025.
• Ashby, Talent Trends Report: Candidate Sourcing (500K+ email sequences, January 2022 to January 2024), ashbyhq.com, 2024.
• Gem, Key takeaways from the 2026 Recruiting Benchmarks Report (165M+ applications, 1.2M hires), gem.com, 2025.
• SHRM, 2026 Recruiting Executives Benchmarking: Attracting Critical Talent (4,600+ organizations), shrm.org, 2026.
• ADP, What is Talent Sourcing?, adp.com.

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