Maya, 29, from Manchester, could describe her ideal partner with photographic precision. Tall. Dark hair. Works in something creative but not too creative. Ambitious but not work-obsessed. Funny, but not the class clown type. Someone who’d look good in wedding photos but wouldn’t embarrass her parents.
She’d dated this exact person seven times. Each relationship followed a script so familiar she could predict the fights before they happened. The creative ambition that initially attracted her would become resentment about unavailable weekends. The carefully calibrated humour would curdle into passive-aggressive jokes at her expense. The person who photographed well would refuse to be photographed, claiming they “didn’t do social media.”
“I kept thinking I was unlucky,” she tells me over coffee in the Northern Quarter. “That I’d eventually find the right version of the right person. It took three years and a lot of therapy to realise I wasn’t picking badly. I was picking the same person, over and over, and that person was wrong for me.”
Maya deleted Hinge last month. Not because she’d found someone, but because she’d finally understood that her “type”—that carefully curated checklist of desirable attributes—wasn’t a preference. It was a trap.
The Algorithm of Attraction
Dating apps make this worse, though they didn’t create the problem. Wisp‘s user data shows that most people set filters so narrow they eliminate 90% of potential matches before a single conversation occurs. Height requirements. Age ranges. Education levels. Dealbreakers that started as preferences and calcified into requirements.
“I used to filter out anyone under six foot,” admits James, 31, from London. “I’m five-nine. I’m not even tall. But somehow I’d convinced myself that height correlated with confidence, and confidence was non-negotiable. So I kept matching with tall men who were confident enough to be terrible boyfriends.”
James’s breakthrough came when Wisp introduced him to someone five-seven who’d slipped through his filters due to a profile glitch. “He was funny. Actually funny, not performative funny. He asked questions. He remembered my answers. I realised I’d been prioritising aesthetics over substance because the apps made it easy to do that.”
Where Types Come From
Our romantic preferences don’t emerge from nowhere. They’re stitched together from adolescent crushes, parental modelling, media consumption, and the particular insecurities of our early twenties. The “type” is often a composite of what we think we should want, mixed with what we needed at fifteen and never updated.
“My dad was emotionally unavailable,” says Priya, 27, from Bristol. “Classic workaholic, physically present but mentally elsewhere. So of course I spent my early twenties chasing men who were slightly distant, interpreting their lack of engagement as mysterious rather than disinterested. My ‘type’ was basically my childhood trauma with better hair.”
Breaking this pattern requires more than expanding search filters. It requires examining why certain qualities feel essential and whether they actually correlate with relationship success.
The Wisp Data on Compatibility
When Wisp analysed successful matches—conversations that led to dates, dates that led to relationships—we found something surprising. The strongest predictor wasn’t shared interests or physical attraction or even values alignment. It was responsiveness.
People who responded to messages promptly. Who asked follow-up questions. Who remembered details from previous conversations. These behaviours, more than any demographic characteristic, predicted whether a match would develop into something real.
“We spent months optimising our algorithm for shared hobbies,” says one Wisp product manager. “It barely moved the needle. Then we started prioritising conversational engagement, and match quality improved dramatically. The thing people think they want—someone who looks good on paper—isn’t what actually makes relationships work.”
Breaking Your Own Pattern
Maya’s approach, post-Hinge-deletion, has been methodical. She’s gone on dates with people who don’t fit her visual template. She’s had coffee with men shorter than her preferred minimum. She’s explored connections that would have been instant left-swipes six months ago.
“It’s uncomfortable,” she admits. “My brain keeps saying ‘this isn’t your type’ like that’s meaningful information. I’ve had to consciously override my own reactions, give people second dates I wouldn’t have previously considered.”
The results have been mixed but instructive. One person she initially found physically unremarkable became attractive over three dates as his personality emerged. Another checked every box on her list but turned out to be breathtakingly boring. The correlation between her checklist and actual chemistry, she discovered, was basically zero.
What to Prioritise Instead
Wisp’s community forums are full of advice from people who’ve escaped their type-patterns. Common themes emerge:
Pay attention to how you feel, not how they look. Do you leave dates energised or depleted? Do you feel heard or performative? These sensations predict compatibility better than any aesthetic criteria.
Notice who makes you curious. Not who impresses you—who makes you want to know more? Curiosity is the seed of connection. Admiration is often just projection.
Question your non-negotiables. Where did they come from? Are they actually requirements for happiness, or just familiar preferences? Would you apply them to a friend seeking advice?
Give people three dates. Attraction often builds slowly, especially if you’re accustomed to instant chemistry with the wrong people. First impressions aren’t everything.
The Risk of Openness
There’s a vulnerability in abandoning your type. It means admitting you don’t know exactly what you need. It means dating becomes exploration rather than confirmation. It means potential rejection from people you’d previously have rejected first.
“I felt stupid,” James says about his early experiments. “Like I was wasting time with people I ‘knew’ weren’t right. But the truth was, I didn’t know. I’d just decided very early what ‘right’ looked like, and I’d been wrong for years.”
Maya is cautiously optimistic. She’s seeing someone now—five-ten, works in IT, nothing like her previous partners—who makes her laugh until she cries. “He wouldn’t have survived my filters,” she says. “I’d have eliminated him for being ‘boring on paper.’ Thank god for that glitch.”
She’s not claiming this person is The One. But she’s finally understanding that The One isn’t a type. It’s a connection. And connections don’t follow checklists.