Key takeaways

  • 46% of sourced hires now come from rediscovery — people already in your own database — up from 26% in 2021.
  • Define silver medalists by data, not by tags: an archived application that reached at least the third pipeline stage.
  • Score your existing base against a new role before buying a single contact credit.
  • Keep prospects and candidates in separate lists so a name you never spoke to is never confused with someone you interviewed.
  • Warm bases decay: a capped check-in cadence, roughly once per 90 days per person, keeps them alive without becoming spam.

Every new role starts the same way: a fresh search, fresh credits, fresh cold messages to people who have never heard of you. Meanwhile, sitting in the same database, is someone who made it to the final round nine months ago, liked your team, and lost to one other candidate.

Rediscovery — hiring someone already in your own system — has grown from 26% of sourced hires in 2021 to 46% today. It is now the largest single source of sourced hires, and it costs almost nothing.

Silver medalists are a computed fact, not a mood

Most ATSs let you tag someone as “great, wrong timing”. Tags rot. Nobody applies them consistently, and nobody trusts them a year later.

So we compute the definition instead: a silver medalist is an archived application that reached at least the third stage of the pipeline. In plain terms, someone who passed a screen and at least one real interview before the process ended. No one has to remember to tag anything, and the definition is the same for every recruiter on the team.

If a signal depends on someone remembering to record it, it will not be there when you need it.

Match the base before you buy a single credit

The habit worth building is one click at the start of every role: score your existing base against the new intake before opening any sourcing tool. Two lists come back, and they never mix:

Both arrive as suggestions with a per-criterion score and a reason. Nothing enters the pipeline until a person clicks Add. People who already applied, were already scored for this role, or were already suggested and rejected are filtered out automatically, so the list stays short and honest.

Why it converts: a silver medalist already knows your company, your product and your process. They have met the team. Compared with a cold prospect, the conversation starts three steps in.

Make the archive worth searching

Rediscovery only works if the archive holds real information. Three habits make the difference:

Reject with a reason, always. “Does not meet requirements” and “compensation mismatch” lead to completely different decisions a year later. A free-text note costs fifteen seconds and is the only thing that makes an old record usable.

Use “keep for the future” deliberately. It should be a real archive reason that feeds the rediscovery pool, not a polite synonym for no.

Keep the profile sourced. A profile assembled from a CV, a reply and an interview note — each field carrying the quote it came from — is still trustworthy in a year. A profile of free-form notes is not.

Then actually talk to them

The last step is the one teams skip. A warm base decays if nobody touches it. We run a weekly check-in sweep: candidates who once said “interested” or “not now”, plus silver medalists with no active application, get a short personal note drafted — at most once every 90 days per person, and no more than ten drafts a week, each approved by a human before it goes out.

Ten thoughtful messages a week to people who already like you will beat a hundred cold ones. The database you already paid for is the cheapest sourcing channel you have.

Frequently asked questions

What is a silver medalist candidate?

A candidate who reached a late stage of your hiring process and was not hired, typically because someone else was chosen. In ISTL Recruit the definition is computed rather than tagged: an archived application that reached at least the third stage of the pipeline, meaning the person passed a screen and at least one real interview.

How much of hiring comes from rediscovering past candidates?

Rediscovery accounts for about 46% of sourced hires today, up from roughly 26% in 2021. That makes your own database the single largest sourcing channel for most in-house teams, and by far the cheapest one.

How do you find past candidates who fit a new role?

Score the existing base against the new intake before opening any sourcing tool. Good systems return two separate lists — candidates with real history, and prospects you never spoke to — each with a per-criterion score and a reason, and add nobody to the pipeline without an explicit human click.

How often should you contact people in your talent pool?

Cap it. A useful default is at most one check-in per person every 90 days, with a weekly ceiling on how many go out at all, and every message reviewed by a human before sending. Ten thoughtful notes a week to people who already know you outperform a hundred cold ones.

Sources Industry sourcing benchmarks, 2026 (46% of sourced hires from rediscovery, up from 26% in 2021). Internal product definitions: silver medalist = archived application that reached stage position ≥ 3.
The ISTL Recruit teamWe build recruiting software for in-house teams, and use it ourselves.