Nobody has a reliable number. I couldn't find a study that tracks in-person approaches against dates, and the figures that circulate are coaching estimates. One says a beginner needs about 40 to 50 approaches per date and an experienced man needs about 10. Online, you can plan on a lot of silence: in one big study, 39% of messages never got a reply.

The honest answer is to count your own, then work on whatever drags the number up.

What the numbers say for approaching in person

One summary of a cold approach video gives a rough ladder. It's an AI-written summary with no study behind it, so treat it as a starting guess:

  • Beginner: about 40 to 50 approaches per date. Conversations last about 1 to 2 minutes.
  • Intermediate: about 25 to 30 approaches per date. Conversations run 5 to 15 minutes.
  • Advanced: about 10 approaches per date. It says roughly half the women you approach are unavailable, which leaves about 5, and 1 to 2 of those turn into dates.

It also suggests about 10 approaches a week, which it says could get you roughly one date a week.

Notice the conversation lengths in that ladder. My read is that longer, more relaxed talks give you more chances to ask for a plan, which is what moves the ratio.

What the numbers say for messaging online

Researchers at the Oxford Internet Institute studied 19 million messages from about 400,000 straight singles in 30 big US metro areas. Their findings:

  • Men sent 56% of messages and started 79% of conversations.
  • About half of messages got a reply within eight hours.
  • 39% were never answered.
  • 11% of conversations stopped after two messages or fewer.
  • The average conversation ran nine messages.
  • Phone numbers were typically swapped only after about 27 messages.

A separate study of messages in New York City, Chicago, Seattle and Boston found that people who wrote to someone more desirable than themselves got a reply about 21 percent of the time. Longer messages mostly didn't help. The researchers suggested the effort of writing longer or more positive messages may be wasted.

None of these studies counted dates, and I couldn't find a source that gives a messages-per-date number. What they do tell you is that silence is normal and long messages aren't the fix.

Count your own ratio

Use a simple tally for two or three weeks:

  1. Write down every approach or first message.
  2. Mark each one: no reply, short talk, real talk, got her number or a plan.
  3. Divide dates by tries.

If you're at 1 date per 40 tries, don't decide you're hopeless. Look at where they fell off. If most are "no reply," it's your first message or profile. If most are "real talk, no plan," it's the ask. Fix the earliest step that's broken.

How a man I coached got to 40 dates

I coached an average man to 40 dates. He wasn't a model, a millionaire or a social butterfly. He was average-looking, had a decent job and was a little quiet. He'd been trying to win women over by sounding interesting, which usually backfires. So we changed the goal from "impress her" to "make this easy and enjoyable."

His profile sounded like a person

We fixed three things: better photos, fewer fake-sounding phrases, and one clear reason to message him.

His photos became a clear face shot in natural light, one full-body photo, one doing something social and one hobby photo. Clean clothes, decent posture, no group-photo guessing game.

We cut lines like "I'm adventurous and love to laugh." Everyone says that. We replaced them with details:

  • "Best meal I've had this year: spicy noodles at a tiny place that looked closed from the outside."
  • "I'm the guy who orders too much sushi and then pretends it was a reasonable amount."

The rule: if a line could belong to 500,000 other men, delete it.

His texts moved toward a date

His messages followed one shape: comment on something specific, ask one easy question, move toward a date while things were going well.

"You seem like the kind of person who has strong opinions about coffee. Am I right?"

If she answered: "Good, then we can test that theory. Want to grab coffee this week?"

No 37-message pen pal routine. Endless chat with no plan is what looks desperate, not asking. The Oxford study found numbers were typically swapped only after about 27 messages. Moving to a plan sooner skips most of that.

His first dates were light

Before coaching he planned long dinners with expensive tabs and the silent pressure of "this has to go well." We switched him to coffee or drinks, with a walk after if it was going well. A 45-minute drink is easier to say yes to than three hours at a restaurant.

He stopped interviewing women. When she said "I love hiking," he'd say, "Okay, so you're one of those people who pretends hills are 'fun.' What's your actual favorite trail?"

If she was replying fast, asking questions back, teasing and laughing, he'd close with: "I'd like to see you again. You free next week?"

He handled the misses

Some women didn't reply. Some said yes and canceled. Some went on one date and vanished. Before coaching, every no hit him like proof he wasn't enough. After, he treated it as sorting. When he got ghosted he didn't spiral for three days. He messaged someone else.

He also never let one woman become his whole dating life. That kept the pressure low, which kept his tone light, which improved his replies.

What to take from it

The honest math is that most tries won't turn into dates, whatever your skill. What moves the ratio is being easy to read, easy to reply to and easy to meet: a profile that sounds like you, texts that head toward a plan, dates that feel simple, and a way of taking a no that keeps you moving.

None of it is glamorous. It is repeatable, and repeatable is what gets you dates.