Half a recruiter’s day goes into one repeated action
Someone I know runs hiring across four or five job platforms at once.
She says the first thing she does every morning is post the same job description to each of them. The field names differ; the content is identical.
Then comes outreach. Each platform hands her a recommendation list with dozens of people on it, and each one means opening a profile, scanning the CV, and sending the same line: “Hi, your background looks like a good fit for this role — do you have a moment to talk?”
She sends that exact sentence dozens of times a day.
She put it well once: the hardest part of my job is judging people, and the part that eats my time is not judging people at all.
So let us take the phone work apart and see which parts are judgement and which are just moving things around.
A recruiter’s phone work comes in three kinds
- Posting and moving. One job on several platforms, edits to job details, status changes.
- Filtering and collating. Picking people out of the recommendation list, gathering CV details into a table, preparing invitation material.
- Conversations and judgement. Outreach, interview invitations, salary discussions, follow-up and rejections.
The third kind takes the most care but is not the largest. What actually eats the day is the first two, and almost none of the first two needs judgement.
Outreach: volume does not work, but filtering does
First, one thing needs saying clearly: bulk blasting does not work, and platforms explicitly restrict it.
A hundred identical messages produce a reply rate you can round to zero. Twenty messages written after actually reading twenty CVs work far better. So the idea of “using a machine to push outreach volume up” is wrong from the start.
The real bottleneck sits before outreach — picking the few worth messaging out of dozens or hundreds of recommendations.
That part is read-only, and it can be handed over:
Open the recommendation list on this platform and pick out the people who
updated their CV in the last week, want to work in this city, and have
three to five years of experience. Screenshot them for me.
After that step you are not facing fifty pages of CVs, you are facing a list of about ten names. Your time shifts from “paging through to find someone worth talking to” to “glancing at the list and deciding who to start with” — the same judgement, spent on far fewer people.
Collecting CVs: what can and cannot go
Candidate details are scattered across platform messages in different formats. Getting them into one table means copying by hand.
This part can go to a machine:
Turn the candidate messages on these three platforms into one table — name,
years of experience, target role, target city, source platform, and what
stage the conversation is at. Append it to this sheet.
The screening conclusion cannot go. Who moves to the next round is your call — it is the core of the job and a machine should not make it for you. The machine gives you a tidy table; you supply the judgement.
For the mechanics of getting data from a screen into a table, see turning phone screenshots into a spreadsheet.
Interview invitations: the step that fails worst
Invitations carry the highest cost of error. Time, place, contact person, what to bring — get any one wrong and the candidate travels for nothing. You lose the person, and they tell other people.
The sensible split is machine prepares, person sends:
Put this candidate's basic details, three available time slots and the
interview location into one document.
Check it, then send. That one confirmation step moves the cost of a mistake from a broken promise to an extra click.
What can be handed over completely is the notification part — reminding the candidate the day before. Pure notification, no judgement involved.
Following up: when a person has to do it
Follow-up needs layers.
- Notification. A reminder the day before an interview, or a batch nudge a week after someone stops replying. Hand it over.
- Conversation. Asking where someone stands, explaining why the process is slow. Depends on context; keep it with a person.
- Judgement. Salary talks, whether they will join, handling a rejection. Must be a person.
One boundary works well: anything about money or promises stays with a person. A machine saying “salary is negotiable” and you saying it carry completely different weight.
Many platforms, many accounts: how to arrange them
Recruiting naturally means several platform accounts, sometimes more than one per platform. There is an easily missed question here: where do the accounts sit?
Rapid sign-in switching on one device is itself an anomaly. The normal arrangement is to spread accounts across several devices, each handling its own set, and to work by device group when centralised handling is needed.
For arranging devices, see managing 20 phones solo; to run a health check over your accounts first, see how to run a daily health check on multiple accounts.
One more thing worth saying up front: every platform has its own rules about automated behaviour, and they differ in both wording and enforcement. Read the platform’s rules before you touch anything, and prefer slower over risky.
What to hand over first
The order matters:
- First, filtering. Picking people out of the recommendation list on hard criteria. Read-only, zero risk, and the time it frees up is the most noticeable.
- Second, collating. CV tables, invitation prep. Keep a confirmation step.
- Third, messages. Notification only — reminders and nudges, never persuasion.
Judging any task still comes down to three questions: is the answer fixed, does a mistake cause real loss, and does it need live judgement? All three have to pass.
Recruiting is fundamentally about judging people. A machine cannot help with that judgement, but it can pull you out of fifty pages of CVs and put your judgement on the ten people actually worth reading — not a replacement, a move to a more valuable seat.
The software is completely free and runs on your own computer. For stringing several recruiting apps together, see how to automate a task that spans three apps.
Frequently asked questions
- What takes the most time in recruiting on a phone?
- Three things: reposting the same job description across platforms, outreach and first-pass screening, and invitations and follow-up. Only a small share needs judgement. Most of the time goes into moving information that already exists from one place to another.
- Does bulk outreach actually work?
- No, and platforms explicitly restrict it. A hundred identical messages get almost no replies; twenty messages written after actually reading the CVs do far better. The real bottleneck is before outreach — picking the people worth messaging out of the recommendation list, which is read-only and can be handed over.
- Can candidate screening be handed to a machine?
- Only first-pass screening: pulling out the people who meet hard criteria (recently updated CV, matching city, years of experience in range). Judging whether someone is right and whether you can work together stays with you — that is the core of the job.
- How far can CV collection be automated?
- Collating yes, judging no. Gathering candidate details from every platform into one table (name, years, expectations, source platform, stage) suits a machine. Deciding who moves to the next round is a person's call.
- Why are interview invitations the riskiest step?
- Because they carry a specific time, place and contact details, and one mistake is a broken promise. The sensible split is for the machine to prepare the candidate's details and available slots in front of you, with the send action left to a person.
- Which parts of follow-up can be handed over?
- The notification kind: a reminder the day before an interview, or a batch nudge to people who never replied. Anything about salary, whether they will join, or handling a rejection must be a person — those conversations need respect, not a notification.
- Is there a risk with many platforms and accounts?
- Rapid sign-in switching on one device is itself an anomaly, and that is where the risk sits. The normal arrangement is to spread accounts across devices and group them by platform. Separately, every platform has its own rules about automated behaviour — read them before you start.
- What should be handed over first?
- Read-only filtering first, because the risk is zero and the gain is immediate; then collating (CV tables, invitation prep) with a confirmation step; and messages last, only the notification kind.
How many job platforms?
Let the computer do the filtering and collating
Software is completely free and runs on your own computer. Start with one platform for a week.