How to Tell If the Algorithm Found You a Good Match

I have a theory: 90 percent of success in online dating comes down to doing three simple things right. Everything else is noise that distracts from what matters. I analyzed data from several services, talked to psychologists and startup founders, and compiled the results into one practical guide. No fluff—just proven data.

Step One: 15 Minutes That Change Everything

A 2025 study by Unison, based on a sample of 5,000 users, revealed a striking result: users who spend 15 minutes or more setting up their profile and rating visual preferences get 2.3 times better recommendations. The reason is simple: the algorithm needs enough data to understand your type. Fifteen minutes is the minimum threshold.

Important: don’t try to guess the right answers. Mark the people you actually like, not the ones you think you should like. The algorithm isn’t an exam; you can’t fool it. But you can fool yourself by choosing socially acceptable options instead of your true preferences. This is the most common mistake that undermines all the algorithm’s work.

Another practical tip: use high-quality, natural photos. Research shows that smiling photos get 40 percent more positive ratings. Full-body shots give the algorithm 25 percent more information to analyze. Avoid group photos—they confuse the system.

Step Two: A First Message That Works

In 2024, the Unison team analyzed half a million first messages. Half a million—not five hundred or five thousand. That’s data you can build confident conclusions on. Results: personalized messages get 3.2 times more responses than generic ones. Questions work 2.5 times better than statements. The optimal length is 40 to 80 characters.

“Hi, how are you” is not a message. It’s a template you send to everyone, and you get the predictable result. Even one sentence tied to the person’s profile increases your chances dramatically. “I saw you were in Thailand—how was the rainy season?” works better than any generic compliment.

Timing matters too. Messages sent between 7 PM and 10 PM get 25 percent more responses. Why? Because people are relaxed after work, with no deadlines or meetings, and they’re open to chatting. Morning messages sent between 7 AM and 9 AM often go unanswered—people are getting ready for work and not in a romantic mood.

Step Three: From Chat to Real-Life Meeting

Research shows the optimal window between the first message and suggesting a meeting is 3 to 7 days. If you suggest a meeting on the first day, it comes off as pushy. If you chat for more than a week, interest starts to fade: you build up a fantasy image that almost certainly won’t match reality.

Psychologist Anna Kovaleva, a specialist in online relationships with 15 years of experience, explains: four days is the sweet spot. It’s enough time to gauge basic compatibility, but not enough to build castles in the air. 84 percent of users who met within a week after an AI recommendation rated the meeting 4 out of 5 or higher. The odds are in your favor.

And last, but most important: don’t try to be someone else on the first date. The algorithm already matched you with a compatible person. If you start pretending, you’ll break the whole system. Trust the data. It’s more accurate than your situational intuition.


In online dating, as in any skill, the secret isn’t secret techniques—it’s discipline. Spend 15 minutes setting up your profile. Write a thoughtful first message. Don’t delay in suggesting a meeting. And above all, don’t try to game the system. It’s on your side. Three simple steps that change everything. Proven by data.

Also read: match quality, AI matching, how to tell compatibility