Candidate Rediscovery: How to Find Your Silver Medalists Before You Source Anyone New
Method: product behavior was checked against the live implementation; market and regulatory claims use the linked sources below. Dates change only after claims are re-verified.
Candidate rediscovery means searching the people who already applied or interviewed with you before you source anyone new. The best finds are silver medalists: candidates who reached a late stage and lost narrowly. Search them by what they showed in interviews, not only by job title, and you may be able to fill a role from your own records.
What is candidate rediscovery?
Candidate rediscovery, also called talent rediscovery, is searching your own applicant tracking system for past applicants who fit a new role. These people already know your company, already went through some of your process, and some of them came very close to an offer.
It can also save time, because you already have notes, scores or interview answers on these people. SHRM described it in 2022 as mining existing ATS databases for strong candidates who previously applied, many of them silver medalists.
What is a silver medalist candidate?
A silver medalist is the candidate you would have hired if the winner had said no. They reached a late round, did well, and lost on a narrow margin, sometimes over timing or one skill gap. In SHRM’s 2022 piece, Forrester’s Betsy Summers said past applicants often remain “a 70 percent or more match”, and that limited gaps “often can be closed through learning and development once they join the company”.
Other groups are worth checking too, roughly in this order.
| Group | Why they are worth a call | Watch out for |
|---|---|---|
| Silver medalists | Why they are worth a callReached a late stage with good feedback | Watch out forThey may have taken another job; ask, don’t assume |
| Strong early-round candidates who withdrew | Why they are worth a callSometimes the problem was timing, not fit | Watch out forFind out why they withdrew before you call |
| Applicants to a nearby role | Why they are worth a callSome skills carry over between related jobs | Watch out forCheck the new role’s must-haves, not the old one’s |
| People who applied a while ago | Why they are worth a callThey may have grown into the role since | Watch out forOld evidence counts for less; confirm it again |
How to find silver medalists in your ATS
Start when a role closes, before the next one opens. A minute of tagging then saves you a search later.
Software can search and rank. A person reads the evidence and makes contact.
- In the tag, write one line on why they didn’t get it, for example “final round, lost on Python depth, strong on stakeholders”.
- Search by the skills the new role needs, such as “stakeholder management, interviewed in the last 12 months”, not by the old job title.
- Before you write to anyone, run the “who to leave out” check below.
How to rank past candidates when a role opens
Rank by evidence, not by keywords. A keyword search finds everyone whose resume says “SQL”. It can’t tell the person who listed it from the person who walked through a hard query in the interview. If you run structured interviews, you already hold better evidence than any resume: scores per skill and the candidate’s own words.
If you rank by hand, weigh four things: how far each person got, their interview scores on the skills the new role needs, how recent that evidence is, and how well their resume matches the new must-haves. Give the interview evidence the most weight, and let old evidence count for less. A strong answer from three years ago tells you less than one from last month.
Who to leave out of a rediscovery search
Rediscovery goes wrong when it feels like spam. A few rules keep it respectful.
- Anyone you rejected recently, or who is still in another of your processes. A good default is 90 days, which is what Gaugely uses.
- Anyone you hired recently.
- Anyone who asked not to be contacted, or asked you to delete their data.
- Anyone whose privacy notice didn’t say you might contact them about future roles. Check the rules where you hire, fix the notice for next time, and don’t keep records longer than it says.
An email to send a silver medalist
Keep it short, name the role, and say why you thought of them. A sentence that points to something they said in the interview shows you remember them as a person.
- “Hi [name], you were one of our final candidates for [old role] in [month], and your answer on [topic] stayed with the team. We’ve just opened [new role], and I think it fits you better. Would you like a 20-minute call this week to hear about it? If the timing is wrong, just say so and I won’t follow up.”
How Gaugely does rediscovery
Every job in Gaugely has a re-engage view. It lists people your team has already interviewed who scored at least 3 out of 4 overall, ranked against the new job’s rubric with a fixed, published function. Each row shows the person’s best interview score, the quote behind the match, the skills with no evidence yet, and any integrity flags from their interview, such as a declined identity check or more tab switches than the job allows, for a person to review; they never change the ranking. People already on this job, rejected or in process in the last 90 days, or hired in the last 90 days are left out.
They are suggestions. Inviting someone stays a click you make. It only covers people your team has interviewed in Gaugely, never the open web or another company’s candidates, so it gets more useful the longer you use it. These are the weights it ranks with, also shown on the search page. Interview evidence loses half its weight every 365 days.
| Signal | Weight | What it measures |
|---|---|---|
| Interview evidence | Weight40% | What it measuresBest score on each competency you asked for, out of 4, halved for every 365 days since it was observed. A competency with no evidence counts as zero and is shown as a gap. |
| Furthest stage reached | Weight15% | What it measuresOffer or hired counts fully, shortlist 0.8, interviewing 0.6, screening 0.4. |
| Best overall interview score | Weight15% | What it measuresThe highest overall scorecard score, out of 4. |
| CV fit | Weight15% | What it measuresShare of the must-have requirements met on the CV, averaged with years of experience against the requirement. Deterministic: no AI judgement. |
| Text match | Weight10% | What it measuresShare of your search words found in skills, titles and interview quotes. |
| Freshness | Weight5% | What it measuresRecent activity, halved every 180 days. |
Candidate rediscovery means re-checking people who already applied or interviewed. What a silver medalist is, how to search for them, and an email to send.
Questions people ask
What does silver medalist mean in recruiting?
A silver medalist is a candidate who reached a late stage of a hiring process and narrowly lost to the person hired. They are often the strongest people to contact when a similar role opens.
What are candidate rediscovery tools?
Software that searches your applicant tracking system for past candidates who fit a new role. Ashby, Gem and SeekOut, for example, sell rediscovery features, and some applicant tracking systems build it in.
Is it OK to contact a candidate we rejected?
Often yes, if they haven’t asked you not to and your privacy notice allows it. Wait a while after the rejection; we use 90 days. Be honest about why you are writing, and make it easy to say no. This is general information, not legal advice.
How is rediscovery different from sourcing?
Sourcing looks for new people outside your company. Rediscovery looks inside your own records first, at people who already applied or interviewed. You already have evidence about them, so it is usually faster.