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- Oct 21, 2023
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This is a an aspect of cold approach that I feel is severely under discussed though @Chase has written an amazing article on it here :
www.girlschase.com
I think what has helped me progress this far with my journey with cold approach has been first logically understanding and now slowly EMOTIONALLY understanding these aspects I am about to lay out.
This time I have a perfect set of data from my own cold approach adventures to lay it out. This post of course is as much for myself as it is for others who might benefit from it. So lets dig in!
September 2025
I am doing my regular daytime cold approaching. I usually do it everyday. Generally 1-6 approaches per day. So lets see how probability, randomness and ratios worked out at different points in just this month.
Crisis Point
Its 15 September and these are my stats:
Approaches: 51
Numbers: 6
Dates: 0
At this point, the stats look awful. I have gotten 6 numbers, and 5 of them have all been dead ends. 1 did not answer my first text and the other 4 have dropped off after a few messages. And 1 is kind of responding but very slowly.
This is the part that messes with most guys (and has messed with me in the past over and over again).
Panic & Identity Crisis
Guys begin to panic, get frustrated, post threads asking for suggestions on how to get a girl to respond, they go into crisis, wonder if they have become "too old" for pickup, is it feminism, is it the weather, is it their fashion, maybe they need to increase their squat and bench press, add 2 inches to their biceps, add accessories to their clothes, maybe pickup is a scam, maybe pickup is not for them, maybe it works only for people of other races, maybe they are too short etc.
The mind struggles to make sense of this. What does all this mean? All 6 numbers have led nowhere!! Thats awful. What could be the reason???
I have done this myself and analysed all this and most importantly STOPPED approaching while doing all this analysing.
But this time, I know that I have been doing the same thing I have done for the rest of the year, the same thing that has gotten me dates before. So I just push through and continue despite all the thoughts going through my brain.
17 September (Breakthrough)
Finally I get a break and end up going on a date as the girl who was responding very slowly actually ends up coming out on a date. So now my stats look like this.
Approaches: 64
Numbers: 6
Dates: 1
Its still just 1 date out of 6 numbers. The thoughts persist as to whether something is wrong. But they are assuaged a bit because at least one of them came out on a date. So it keeps me going, plugging away, putting in the approaches and following the process.
27 September (Everything has changed!)
Now something amazing happens, from 18 to 27 September. I am doing the exact same thing as I was doing for the whole month but the "results" are now drastically different. Now my stats look like this.
Approaches: 84
Numbers: 11
Dates: 4
What looked absolutely awful stats 11 days ago with 0 dates out of 6 numbers has dramatically changed now.
Now its 4/11! 4 dates out of 11 phone numbers making it better than 1 date for every 3 numbers.
If you looked at my stats just 10 days ago, the conclusion could have been that something is very wrong with what I am doing. You should not get 6 numbers and have 0 dates!!
But in all the frantic choas to assign meaning to our results, we forget about our invisible FOE who is always at play in the background...
RANDOMNESS!
Lessons and Thoughts
Most guys dont realize that cold approach is not linear over smaller sample sizes. This is so freaking important.
You cannot always be certain that if you do 5 approaches or 10 approaches you will get x numbers or y dates. There is a huge amount of randomness at play.
But over larger sample sizes, randomness is neutralized more and more and plays less of a role.
Therefore the only things that mean anything in cold approach and especially in pure cold approach i.e. daytime in malls, parks, streets where literally the girl does not know you exist until you approach her, is data over LARGE SAMPLE SIZES!
I see so many threads of guys coming to random conclusions and agonizing over individual interactions. Trying to mind read what might be going on in girls' minds and WHY they are not responding or what went wrong in the interaction etc and completely forget about the inherent randomness of cold approach.
Don't get me wrong, I am not saying we should not go over our interactions and analyse them. But the most important thing is sample size!!
Its different when a guy who is approaching regularly is analysing something based off of a pattern he has noticed and a guy who approaches irregularly or does it here and there getting a number or an interaction and then analsying the shit out of it.
Ratio of Time Spent Approaching: Time spent posting & Analysing
If you are having 1 or 2 interactions that lasted 2-3 minutes and then spending 20-30 minutes writing up your field reports and hours and days analysing them, you are wayyyy off.
The ratio should be more like 10 hours of cold approach: 2 hours of analysis.
Or better yet 90:10 in favour of actual hours spent cold approaching to analysing stuff on forums or watching pickup content.
I have read through a lot of old school stuff and discussions on archived forums back from the golden days of pickup. I was shocked at how much FIELD EXPERIENCE and taking MASSIVE ACTION were emphasized especially when a guy is new to pickup and is not getting results.
Nowadays that seems to be completely lost. Most guys think that they can treat this like a casual hobby on which they spend few minutes a day on and just get results and get good at this. And nobody seems to even call them out on it!
I am not talking about seduction as a whole here. I am talking exclusively about cold approach pickup.
Everything I have written here is specific to cold approach. I see many posts on how to get this girl from my class, my social circle, how to fuck my coach, how to steal some guy's girlfriend and the most random of discussions. I am not talking about those.
But when I see a guy who did some cold approach and is running around in circles and tying himself up in knots trying to analyse one individual random interaction, I feel for them. And I think this message needs to be conveyed.
Because these guys are the ones who will drop out of cold approach or become naysayers or just keep on experiencing frustration because they just do a little, get a few flakes, stop, then come back again and do this over and over again for years.
So for all you guys who are new or have not yet had results but aspiring to get good at cold approach remember this 1 thing:
This is a game of randomness and probablities and the first skill you need to develop is to learn to handle the randomness and not be thrown off by it.
So before you analyse anything, do a 100 approaches, over as short a period of time as possible, track your stats, and THEN analyse PATTERNS not individual interactions.

Picking Up Girls and the Game of Asymmetric Returns
I’ve been relistening to Nassim Taleb’s wonderful book Fooled by Randomness, which is a probabalist’s dream read. And if there’s one thing that picking up girls turns you into, it’s a probabalist. Reading it (or listening to it on audio, as I am), you see a great many parallels between stock...

I think what has helped me progress this far with my journey with cold approach has been first logically understanding and now slowly EMOTIONALLY understanding these aspects I am about to lay out.
This time I have a perfect set of data from my own cold approach adventures to lay it out. This post of course is as much for myself as it is for others who might benefit from it. So lets dig in!
September 2025
I am doing my regular daytime cold approaching. I usually do it everyday. Generally 1-6 approaches per day. So lets see how probability, randomness and ratios worked out at different points in just this month.
Crisis Point
Its 15 September and these are my stats:
Approaches: 51
Numbers: 6
Dates: 0
At this point, the stats look awful. I have gotten 6 numbers, and 5 of them have all been dead ends. 1 did not answer my first text and the other 4 have dropped off after a few messages. And 1 is kind of responding but very slowly.
This is the part that messes with most guys (and has messed with me in the past over and over again).
Panic & Identity Crisis
Guys begin to panic, get frustrated, post threads asking for suggestions on how to get a girl to respond, they go into crisis, wonder if they have become "too old" for pickup, is it feminism, is it the weather, is it their fashion, maybe they need to increase their squat and bench press, add 2 inches to their biceps, add accessories to their clothes, maybe pickup is a scam, maybe pickup is not for them, maybe it works only for people of other races, maybe they are too short etc.
The mind struggles to make sense of this. What does all this mean? All 6 numbers have led nowhere!! Thats awful. What could be the reason???
I have done this myself and analysed all this and most importantly STOPPED approaching while doing all this analysing.
But this time, I know that I have been doing the same thing I have done for the rest of the year, the same thing that has gotten me dates before. So I just push through and continue despite all the thoughts going through my brain.
17 September (Breakthrough)
Finally I get a break and end up going on a date as the girl who was responding very slowly actually ends up coming out on a date. So now my stats look like this.
Approaches: 64
Numbers: 6
Dates: 1
Its still just 1 date out of 6 numbers. The thoughts persist as to whether something is wrong. But they are assuaged a bit because at least one of them came out on a date. So it keeps me going, plugging away, putting in the approaches and following the process.
27 September (Everything has changed!)
Now something amazing happens, from 18 to 27 September. I am doing the exact same thing as I was doing for the whole month but the "results" are now drastically different. Now my stats look like this.
Approaches: 84
Numbers: 11
Dates: 4
What looked absolutely awful stats 11 days ago with 0 dates out of 6 numbers has dramatically changed now.
Now its 4/11! 4 dates out of 11 phone numbers making it better than 1 date for every 3 numbers.
If you looked at my stats just 10 days ago, the conclusion could have been that something is very wrong with what I am doing. You should not get 6 numbers and have 0 dates!!
But in all the frantic choas to assign meaning to our results, we forget about our invisible FOE who is always at play in the background...
RANDOMNESS!
Lessons and Thoughts
Most guys dont realize that cold approach is not linear over smaller sample sizes. This is so freaking important.
You cannot always be certain that if you do 5 approaches or 10 approaches you will get x numbers or y dates. There is a huge amount of randomness at play.
But over larger sample sizes, randomness is neutralized more and more and plays less of a role.
Therefore the only things that mean anything in cold approach and especially in pure cold approach i.e. daytime in malls, parks, streets where literally the girl does not know you exist until you approach her, is data over LARGE SAMPLE SIZES!
I see so many threads of guys coming to random conclusions and agonizing over individual interactions. Trying to mind read what might be going on in girls' minds and WHY they are not responding or what went wrong in the interaction etc and completely forget about the inherent randomness of cold approach.
Don't get me wrong, I am not saying we should not go over our interactions and analyse them. But the most important thing is sample size!!
Its different when a guy who is approaching regularly is analysing something based off of a pattern he has noticed and a guy who approaches irregularly or does it here and there getting a number or an interaction and then analsying the shit out of it.
Ratio of Time Spent Approaching: Time spent posting & Analysing
If you are having 1 or 2 interactions that lasted 2-3 minutes and then spending 20-30 minutes writing up your field reports and hours and days analysing them, you are wayyyy off.
The ratio should be more like 10 hours of cold approach: 2 hours of analysis.
Or better yet 90:10 in favour of actual hours spent cold approaching to analysing stuff on forums or watching pickup content.
I have read through a lot of old school stuff and discussions on archived forums back from the golden days of pickup. I was shocked at how much FIELD EXPERIENCE and taking MASSIVE ACTION were emphasized especially when a guy is new to pickup and is not getting results.
Nowadays that seems to be completely lost. Most guys think that they can treat this like a casual hobby on which they spend few minutes a day on and just get results and get good at this. And nobody seems to even call them out on it!
I am not talking about seduction as a whole here. I am talking exclusively about cold approach pickup.
Everything I have written here is specific to cold approach. I see many posts on how to get this girl from my class, my social circle, how to fuck my coach, how to steal some guy's girlfriend and the most random of discussions. I am not talking about those.
But when I see a guy who did some cold approach and is running around in circles and tying himself up in knots trying to analyse one individual random interaction, I feel for them. And I think this message needs to be conveyed.
Because these guys are the ones who will drop out of cold approach or become naysayers or just keep on experiencing frustration because they just do a little, get a few flakes, stop, then come back again and do this over and over again for years.
So for all you guys who are new or have not yet had results but aspiring to get good at cold approach remember this 1 thing:
This is a game of randomness and probablities and the first skill you need to develop is to learn to handle the randomness and not be thrown off by it.
So before you analyse anything, do a 100 approaches, over as short a period of time as possible, track your stats, and THEN analyse PATTERNS not individual interactions.