Editorial note: This is cultural commentary informed by the cited research. Dating experiences differ across gender, age, orientation, location, culture, and access. Nobody fits neatly inside one universal story. That is, conveniently, part of the point.
Romance has acquired an HR department
“Tell me about yourself.”
“What are you looking for?”
“Where do you see yourself in five years?”
You could be sitting opposite a recruiter under fluorescent office lights. Or you could be on a first date, holding an iced coffee and trying not to sound alarmed.
Dating in 2026 can feel less like two people discovering one another and more like two companies discussing a possible merger. Before meeting, both parties may already know the other person’s age, work, education, neighbourhood, beliefs, exercise habits, drinking habits, thoughts about children, and whether they are “open to relocating.” By the time the coffee arrives, each knows enough to approve a small business loan.
Then comes the evaluation. Was the conversation strategic? Did the candidate demonstrate emotional availability? Is there evidence of long-term growth? Any unexplained gaps in the relationship history?
If everything goes well, you may progress to the next round. If not, the organisation regrets to inform you that it has decided to move forward with other applicants. Sometimes the organisation does not inform you at all. It simply leaves you on Seen, 10:42 PM.
The joke works because the structure is real: modern dating has a funnel, a shortlist, several interviews, a reference check, and far too many applicants waiting for feedback.
Hiring
Submit a carefully edited CV.
Dating
Upload six photos proving you are attractive, social, adventurous, relaxed, and somehow never indoors.
Hiring
An applicant-tracking system filters candidates.
Dating
The app filters by age, distance, intentions, preferences, activity, and whatever the ranking system believes you will like.
Hiring
A recruiter runs a short screening call.
Dating
“Hey” becomes a three-day audit of vibes, values, availability, and whether this person can spell a full word.
Hiring
Successful candidates enter probation.
Dating
Welcome to the situationship: a rolling three-month contract with unclear benefits.
To be clear, people have always assessed potential partners. Families asked questions. Friends investigated. Communities noticed who behaved well and who behaved like a power cut: arriving without warning and ruining the evening. Romance has never been free of practical judgment.
What changed is the interface. Dating apps did not invent preferences, but they turned them into sortable fields. They placed people beside one another in a searchable catalogue. Once human beings appear as comparable rows, it becomes very tempting to behave like a hiring manager.
The profile is the CV
A CV does not contain a whole worker. It contains the parts of a worker that can survive a two-second scan.
A dating profile has the same problem. It takes a noisy, contradictory, still-growing human being and compresses them into photos, badges, prompts, and a sentence about loving travel. Everyone is now Head of Being Spontaneous at “I Like Good Vibes Ltd.”
The result is strange performance pressure. Your photos must look good, but not too posed. Your bio must be confident, but not arrogant. Funny, but not unserious. Intentional, but not desperate. Successful, but still available on a Wednesday. You need evidence of friends, but nobody should wonder whether the attractive friend is your ex. One fishing photo can apparently collapse the entire application.
None of this means profiles are useless. A warm, honest profile can make a good conversation much easier. Important information, such as relationship intention, children, location, faith, identity, or lifestyle, can prevent people from wasting each other’s time. In Zimbabwe and across the diaspora, questions about distance, family plans, migration, culture, and where someone hopes to build a life are not decorative details. They can shape whether a relationship is practically possible.
But the CV becomes dangerous when we mistake the document for the person.
The person who writes “I love hiking” may have taken one walk in 2023 and still be recovering. The person with the plain profile may be electric in conversation. The person with flawless prompts may simply be excellent at marketing. Presentation is evidence of presentation. It is not proof of kindness, consistency, humour, or what it feels like to be cared for by them.
The algorithm is the recruiter
In a traditional introduction, somebody says, “I know a person you might like.” In app-based dating, software says the same thing thousands of times, at industrial scale, without ever needing airtime.
The algorithm performs a job similar to an applicant-tracking system: it determines eligibility, removes people outside selected preferences, ranks the remaining profiles, and decides who gets seen first. You are not only choosing. You are choosing from a shortlist that was chosen for you.
This creates an illusion of abundance. The phone appears to contain an endless supply of possible people. But most of those possibilities are not real possibilities. They may never see you, may not be active, may want something different, may live too far away, or may have more conversations than they can meaningfully hold. A catalogue of people is not the same thing as a room full of mutual interest.
Still, the visible supply changes our behaviour. In a series of studies, psychologists Tila Pronk and Jaap Denissen found that people became more rejection-oriented as they reviewed more dating profiles. They called it a rejection mind-set: with apparent abundance, the question quietly changes from “Could I like this person?” to “What is wrong with this person?”
That is recruitment logic. When the stack feels endless, every small imperfection becomes an efficient reason to move on. Their laugh is unusual. Their job title is vague. They used “your” when they meant “you’re.” Next applicant.
The irony is that aggressive filtering can make dating feel efficient while producing no relationship at all. The shortlist gets cleaner. The heart does not necessarily get closer.
The chat is the screening call
After matching, both people enter the least glamorous stage of the hiring process: preliminary screening.
What are you looking for on here? How long have you been single? What do you do? Where do you stay? Do you want children? Do you attend church? Are you actually in Zimbabwe? Why are all your photos from one angle?
These can be sensible questions. They can also make a conversation sound like a form that learned to type.
The problem is not seriousness. It is sequencing. When we demand certainty before warmth, we ask strangers to present final answers before enough trust exists for honest ones. A person may know that they want a committed relationship without knowing whether they want one with you, a person they met nine messages ago. That is not deception. That is how knowing another human works.
And so people perform. They give polished answers. They say they value communication. Everybody values communication during the interview. The useful information arrives later: Do they communicate when disappointed? Can they apologise without opening a court case? Are they curious about your life, or merely waiting for their turn to speak?
A screening chat can identify obvious incompatibilities and safety concerns. It cannot complete the relationship in advance. At some point, the application must meet the person.
Instagram is the reference check
Before a first date, many people perform some version of due diligence. Search the name. Inspect Instagram. Check mutual friends. Confirm that the “single” candidate has not recently celebrated a tenth wedding anniversary in matching outfits.
It is easy to mock this behaviour, but safety is not a joke. Pew Research Center found that unwanted sexual messages, persistent contact, insults, scams, and threats are familiar parts of online dating for many American users, with women and younger adults reporting several harms at higher rates. The exact experience varies across places and communities, but the underlying point travels: meeting a stranger carries unequal risk.
That is why verification and pre-screening cannot simply be dismissed as people becoming too picky. In Bumble-commissioned research, 66% of surveyed women said they checked for shared interests, goals, values, and lifestyle before deciding on a first date, while 80% of surveyed Gen-Z daters preferred meeting verified profiles. Those are company survey results, not universal laws, but they illustrate what dating products are responding to.
The hiring comparison therefore has a serious side. Some “background checks” are not about finding a flawless candidate. They are about making it home safely.
The healthier goal is proportion: verify what protects you, learn what genuinely matters, and leave room for the other person to be more than their digital trail. Ten years of tagged photos may reveal useful facts. They still cannot tell you whether the person will notice that you are nervous and make the moment easier.
Then AI joined the HR department
As if dating did not already have enough process, artificial intelligence has entered the meeting and would like to share its screen.
AI can help choose profile photos, suggest bios, improve opening messages, detect abuse, verify faces, and rank possible matches. Tinder’s 2026 product roadmap announced more AI-powered matching alongside video speed dating, real-world events, redesigned interest modes, and stronger trust tools. Bumble’s Dates experience similarly introduced Bee, a personal dating assistant designed to help matches move towards real dates.
Some of this is genuinely useful. A shy person may need help starting. Better moderation can prevent harm. A thoughtful recommendation system can reduce endless swiping and give overlooked people a fair chance to be seen.
But there is a wonderfully absurd endpoint waiting for us: your AI writes a charming profile, another AI selects it, a third AI drafts the opening message, and two humans eventually arrive at dinner to discover that neither has personally participated in the relationship yet.
Hiring already has machine-written applications meeting machine-read applications. Dating risks following it into the same polished emptiness.
When technology removes friction, it should remove the boring friction around connection, not outsource the vulnerability that makes connection real.
The imperfect message matters because somebody chose it. The slightly awkward joke matters because you saw how they recovered. Chemistry often lives inside details that optimisation would edit out.
The biggest problem: people are not roles to fill
A company hires for a known position. It defines the work, lists the requirements, and searches for somebody able to perform it.
Many people date as if “partner” works the same way. The role exists in advance. The successful applicant must fit it.
Kind. Attractive. Ambitious. Emotionally intelligent. Financially stable. Family-minded. Funny, but not attention-seeking. Social, but never unavailable. Confident, but never intimidating. Adventurous, but home by Sunday evening. Must have five years of relationship experience and no emotional legacy systems.
Standards are not the enemy. Boundaries are essential. Attraction matters. Shared direction matters. Wanting a dependable partner is not shallow, and refusing an incompatible relationship is not cruel.
The mistake is assuming that our list can predict how a specific person will feel in our specific life.
Relationship researchers Samantha Joel, Paul Eastwick, and Eli Finkel tested more than one hundred traits and preferences before speed dates. Their models could predict who generally tended to desire others and who generally tended to be desired. What they could not predict was the unique spark between two particular people.
That distinction is enormous. A profile may reveal that somebody is broadly appealing. It cannot tell you whether the two of you will create a private language, laugh at the same badly timed moment, or feel peaceful in the same silence.
A relationship is not a vacancy that one person enters unchanged. It is something two people make. The “role” changes because of who both people become together.
How to date like a human again
We do not need to throw away preferences, delete every app, and wait beside the tomatoes in a supermarket for destiny to reach for the same one. We need a better relationship with the tools.
1. Separate non-negotiables from nice-to-haves
A non-negotiable protects your safety, dignity, values, or future. A nice-to-have describes the impressive imaginary person you invented while nobody else was in the room.
Know the difference. If every preference becomes a requirement, your job description may demand eighteen qualifications for an entry-level coffee.
2. Ask questions that create conversation
“What do you do?” is fine. “What part of your life feels exciting right now?” may reveal more. “What are you looking for?” matters. “What does a good relationship feel like to you?” gives the answer somewhere to breathe.
The goal is not to hide serious questions. It is to ask them in a way that lets a person appear.
3. Move from paperwork to reality
If the basic compatibility and safety checks are there, consider a short call or safe public meeting before the chat becomes a six-week documentary series. Profiles are built for introductions, not conclusions.
4. After the date, review the experience, not the résumé
Instead of asking only whether the person met every criterion, try: Did I feel safe? Did I feel respected? Was I curious? Could I relax? Did we both make room for each other?
Those questions do not lower standards. They measure the part of compatibility that a checklist misses.
5. Close the process kindly
If you are not interested, a short, clear message is usually kinder than leaving somebody refreshing the applicant portal. Nobody needs a performance review. “Thank you for meeting me. I did not feel the connection I’m looking for, but I wish you well” is enough.
There are exceptions when safety requires silence or blocking. But where it is safe, clarity returns a little humanity to a system built around disappearing.
What dating platforms owe us
People did not create this feeling alone. Product design teaches behaviour.
An endless stack teaches us that people are replaceable. A popularity contest teaches us to desire whoever already receives the most attention. Constant notifications teach us that every conversation competes with a newer one. A compatibility percentage can imply a certainty that no honest system possesses.
Dating platforms can choose a different job.
They can reduce overwhelming choice. Create room for thoughtful introductions. Prioritise real reciprocity instead of one-sided attention. Give new and overlooked profiles a fair opportunity. Make verification and reporting clear. Encourage people to reach a safe real-world interaction without pretending an algorithm has already predicted love.
That is the standard Murudo should be held to as well. Our work is not to interview people on your behalf or declare that a stranger is your destiny. It is to help compatible, interested people notice one another, then get out of the way enough for something human to happen.
Dating should feel less like selection and more like discovery
The hiring metaphor will probably survive because it is too accurate and too funny to retire. There will still be profiles, preferences, algorithms, awkward questions, mutual-friend investigations, and the occasional candidate who dramatically misrepresented their height.
But we can remember what the process is for.
You are not searching for the person with the highest score. You are searching for a relationship that becomes more honest, alive, safe, and mutual as two imperfect people participate in it.
Keep your standards. Keep your boundaries. Keep the friend who demands your live location before a first date.
Just leave a little space between the shortlist and the verdict.
Because the best connection may not arrive with the perfect CV. It may arrive as a conversation you did not want to end.
Sources and further reading
Bumble (2025) ‘We’ve created more ways to help you find love with Discover, ID Verification, Share Date, and more’. Includes Bumble-commissioned survey methodology. Available at: Bumble feature and survey announcement (Accessed: 19 July 2026).
Bumble (2026) ‘Using Dates, powered by Bee’. Available at: Bumble Support (Accessed: 19 July 2026).
Finkel, E.J., Eastwick, P.W., Karney, B.R., Reis, H.T. and Sprecher, S. (2012) ‘Online dating: A critical analysis from the perspective of psychological science’, Psychological Science in the Public Interest, 13(1), pp. 3–66. Available at: https://doi.org/10.1177/1529100612436522 (Accessed: 19 July 2026).
Joel, S., Eastwick, P.W. and Finkel, E.J. (2017) ‘Is romantic desire predictable? Machine learning applied to initial romantic attraction’, Psychological Science, 28(10), pp. 1478–1489. Available at: https://doi.org/10.1177/0956797617714580 (Accessed: 19 July 2026).
Pronk, T.M. and Denissen, J.J.A. (2020) ‘A rejection mind-set: Choice overload in online dating’, Social Psychological and Personality Science, 11(3), pp. 388–396. Available at: https://doi.org/10.1177/1948550619866189 (Accessed: 19 July 2026).
Pew Research Center (2023) ‘Key findings about online dating in the U.S.’ Available at: Pew Research Center (Accessed: 19 July 2026).
Thomas, M.F., Binder, A. and Matthes, J. (2025) ‘Decision-making on dating apps: Is swiping more less and swiping right wrong?’, Media Psychology. Available at: https://doi.org/10.1080/15213269.2025.2555430 (Accessed: 19 July 2026).
Tinder (2026) ‘Tinder debuts inaugural product keynote Tinder Sparks 2026: Start Something New’, 12 March. Available at: Tinder pressroom (Accessed: 19 July 2026).