Hiring manager not reviewing candidates? ChatGPT follow-up prompts
Copyable ChatGPT prompts for asking a busy hiring manager to review a shortlist, give a specific decision and keep candidates informed without inventing a deadline.
Adan Vielma · · 10 min read
A manager asks for candidates. You send three profiles. Two days later, no reply. Meanwhile, the applicants keep asking what happens next.
A reminder saying “Just following up” might produce another round of silence. Ask for a specific decision instead. ChatGPT can help turn your notes into a message that takes less work to answer.
If the manager has not reviewed applicants yet, focus the follow-up on getting that review done. If they cannot open the screening reports or disagree about who should shortlist, fix that separate problem first.
The difference between a reminder and a decision request
A message saying “Please review when you have a moment” makes the manager figure out which decision you want. A better message does that work in advance:
Shop supervisor shortlist, decision needed
I've linked the three application reviews. One applicant described both weekend supervision and customer complaint handling. A second described similar duties, but I still need to check whether the examples meet our agreed criteria. The third needs a shift-leadership clarification.
Can you review the notes and tell me which applicants should be invited, and what further information you need for the others? No invitations have been sent.
The manager still needs to review the actual records. The message does not require approval of two interviews that are not yet justified. It also avoids turning the third applicant's missing detail into a rejection.
A reply of “yes, invite the first one” needs to be recorded as a decision on that applicant, not as blanket authorisation for the entire shortlist.
What do you need before you write?
You need the role, the candidates or applications already reviewed, the next step you recommend, what remains uncertain and a realistic time by which the manager can reply. You do not need to paste full CVs into a general AI chat.
Consider a shop supervisor vacancy, three people who completed initial screening and a manager who needs to decide who gets the next interview.
Prompt 1: Ask the manager to make one clear decision
Copy this prompt into ChatGPT. Replace the sample details with your own approved, non-confidential notes.
Help me write a short, friendly email to a busy hiring manager. I need a specific decision, not just a general reminder.
Job: Shop supervisor.
What happened: I shared three reviewed applications on Monday. I have not received an answer.
Working recommendation: Ask the manager to review two applicants for possible interviews. Applicant one described weekend supervision and customer complaint handling. Applicant two described relevant duties, but I need to verify the examples against the role requirements. Applicant three needs a clarification about shift leadership before any decision.
What I need: The manager's review of the three applications and a decision on which applicants can move forward, or what evidence is still needed.
Requested reply: Thursday afternoon.
Link to application records: I will add it myself.
Write a subject line and an email under 130 words. Start with the decision. Say why I recommend it in plain English. Make it easy to name the applicant approved for interview or ask for the missing evidence. Do not say anyone is rejected. Do not invent candidate achievements or assume no reply means approval.
What a good response looks like: it names the review needed and asks for a decision on each applicant. It does not bury the request under an explanation of the screening tool.
For example:
Subject: Shop supervisor, review the next interviews
I'd like your decision on who should move to the next interview. One applicant described supervising weekend shifts and handling customer complaints. Another has relevant experience, but we still need to verify how it meets the role requirements. A third applicant needs a shift-leadership clarification.
Can you review the linked notes by Thursday afternoon and confirm the next steps? If you need more evidence first, tell me what is missing.
Before sending, verify the evidence and add the actual application links. Do not send the phrase “both described” if only one did.
Prompt 2: Follow up when the decision date has passed
A second generic reminder is unlikely to help if the manager was never clear about their responsibility. This version makes the practical consequence visible without being accusatory.
Write a calm follow-up to a hiring manager who missed an agreed shortlist-review deadline.
Role: Shop supervisor.
On Monday I asked the manager to review three applications and decide the next steps. One application appears ready for the next interview; another needs the manager to check our agreed role criteria; the third needs a clarification.
The manager had agreed to respond by Thursday afternoon.
It is now Friday morning, and I have no recorded decision.
No interviews have been sent yet.
Candidate update: I can tell applicants we are still reviewing; I cannot promise an interview date.
Write an email under 100 words. Ask whether the manager can decide today or name another person who can review. Explain that I am holding off on invitations until the decision is confirmed. Do not imply the manager has approved anything or threaten the candidates' applications.
A useful reply is: “Can you review the three shop-supervisor applications today and confirm which can move forward, or tell me who can approve that decision in your absence?” It asks for a review without pretending every applicant is already cleared for interview. Avoid a passive-aggressive “third reminder”.
What should you do if there is still no answer?
Check who owns the approval. A deadline alone does not transfer authority. If your team has an agreed backup approver, use that route. Otherwise tell candidates only what is true: the team is reviewing next steps, and you will update them on a date you can meet.
Record the manager's actual response in the applicant tracking system (ATS), the software where applications and decisions are kept, not merely in the AI chat. A draft email is not an approval. If the manager requests a different criterion or a new test, confirm that the change is approved for the role before applying it to applicants already reviewed.
A better manager handover: show the decision, not just the candidates
Imagine the manager opens your email on their phone between meetings. They should know what they need to decide without reading three CVs first. For our shop-supervisor example, the underlying review could be as simple as:
| Application | What we actually know | Requested next step |
|---|---|---|
| Applicant one | Described weekend shift supervision and resolving a customer complaint | Approve next interview |
| Applicant two | Described team supervision and a customer complaint, but examples need review against the agreed role criteria | Approve next interview only after recruiter verifies criteria |
| Applicant three | Prior shift-leadership responsibility is unclear | Clarify before a recommendation |
These notes are not actual screening evidence. A message saying “Two strong candidates attached” still hides the important questions: strong for which requirement, and who confirmed it?
The manager email can link to the actual application records, but the summary should tell the truth even if the manager never clicks. If your notes don't establish that both applicants meet the agreed requirements, ask for review rather than label them qualified.
Prompt 3: Make the message shorter for Slack or Teams
If your manager responds faster in chat, use a different format without changing the decision:
Turn these recruiting notes into one short message to a hiring manager.
Role: Shop supervisor.
I reviewed three applications. The first applicant gave evidence of weekend supervision and customer complaint handling. The second described relevant duties but I still need to verify whether the examples meet our agreed requirements. The third needs a clarification about shift leadership.
I need the manager to review the linked notes and confirm which applicants should be invited for the next interview.
I will add the application link myself.
No next-stage invitation has been approved.
Write no more than 75 words. Lead with the decision needed. Separate what we know from what we still need to check. Do not refer to any application as "approved" and do not invent a response date.
A good message could say: “Can you review the three shop-supervisor notes and confirm who should move to the next interview? One applicant described weekend supervision and handling customer complaints; the second needs a criteria check; the third needs a shift-leadership clarification. Notes: [add link].” This asks for a decision without pretending a quick summary replaces the evidence.
When the manager's answer changes the plan
There are three different replies you might receive, and they lead to different work.
- “Invite the first two.” Confirm that the authorised manager made the decision, then book interviews and update the ATS.
- “I need to know whether the second applicant really supervised staff.” Assign that clarification to a person, then return with the answer. A request for more information is not a rejection.
- “We are changing the supervisor role to require weekday-only coverage.” Do not quietly revise the job requirements or apply them retrospectively. Confirm the new requirement, who approved it, and which earlier reviews or published adverts need revisiting.
If the manager never responds, your follow-up is an escalation about decision ownership, not a reason to mark everyone unsuccessful.
What can you tell candidates while you're waiting?
An internal recommendation is not a candidate-facing promise. Keep the two messages separate. The manager can receive the evidence and a requested approval; the candidate can receive an honest status update.
For example: “We're still reviewing the next interview stage for the shop-supervisor role. I'll update you by Tuesday, even if the decision is still pending.” Pick a date that you can actually meet. This wording avoids announcing an interview that nobody has approved.
The candidate message is a separate communication job: it should give the actual status and a reliable update date without revealing the internal shortlist discussion.
A final check before the manager receives the message
Make the request easy to answer and safe to act on. Read the message once with these questions in mind: Does it name the actual job? Does it make clear which recommendations are confirmed versus still needing review? Is the reply date one the manager actually agreed to? Can the manager access the linked application records? And would a candidate who accidentally saw the message find an invented rejection, ranking or promise?
One important distinction: the recruiter can prepare a shortlist recommendation, but approval to invite someone is a different event. Update the hiring system only after the authorised person decides. A manager's “I'll look tonight” is not approval.
For guidance on structured review, Greenhouse's overview of interview scorecards shows how agreed job criteria and written observations can support decisions. The follow-up message still needs to get the reviewer to act on that evidence.
Can ChatGPT review the shortlist for you?
It can organise approved evidence, identify unclear wording and draft a recommendation for your review. It should not invent strengths or decide whom to reject based on scraps of text. An employer-approved screening process and the person responsible for the decision still matter.
When screening several applications is the time-consuming part, a dedicated recruitment workflow can collect evidence consistently and send reports into your existing hiring process. Screened supports AI screening and first-round interviews while leaving decisions about what happens next with the hiring team. The prompt here handles a narrower job: getting a human decision from the person who owns it.
The useful outcome is not a prettier reminder. It's a confirmed next step.
