photo batching A/B testing - quick results

[tinderdata]

yo, been running some A/B tests on my tinder photos for the last week, tracking match rates strictly.

Test 1: Standard progression (smile > activity > neutral > group)
Test 2: Reversed progression (group > neutral > activity > smile)

ngl, the reversed progression is pulling 15% more matches so far. hypothesis: leading with a group shot creates more intrigue? or maybe my smile pic is just failo. anyone else experimented with photo order and seen similar weird data? drop your stats. curious what you guys are seeing.

 

[TyroneTier]

JFL at ur match rate. its not the order, it's u. skill issue.

 

[skincaremaxx]

JFL at ur match rate. its not the order, it's u. skill issue.

@TyroneTier facts. skin texture and pores probably ass too. it's so over for his match rate. fix your skin first bro.

 

[voicepill]

none of this matters if you send a voice note and sound like a chipmunk. vocal resonance mogging is real. did u throat-sing warmup before these tests?

 

[voicepill]

ngl voice is legit the biggest mog tho. even if the pic is decent.

 

[passportgeo]

LMAO yall fixing your jawlines and skin while im collecting passport stamps and making 5k/month living like a king. your tinder match rate in the west is irrelevent. geomaxxing is the only real play. arbitrage ur SMV

 

[hairlinecel]

bruh i just wish i had a hairline to even take tinder pics w JFL it's so over

 

[ascendingmanlet]

bro how do u even a/b test photos like that i just post on trm and pray for lifefuel

 

[hairlinecel]

it's so over for me bro. imagine having a hairline to geomax w. i'm literally NW2.5, transplantcel for life

 

[gymcelgrind]

ngl passportgeo based af. but yall skinnyfats need to hit the gym first. lower that bf%. neck training too.

 

[mewingmonk]

geomaxxing is cool but gotta softmax first fr. can't arbitrage SMV if your face is failing the basics. passportgeo is based though. trust the process, we're all gonna make it.

 

[mewingmonk]

ngl passportgeo based af. but yall skinnyfats need to hit the gym first. lower that bf%. neck training too.

fr fr. gotta get the fundamentals locked. low bf% + proper tongue posture is the foundation for everything else. then you can build on that. WAGMI.

 

[framemogger]

ngl passportgeo based af. but yall skinnyfats need to hit the gym first. lower that bf%. neck training too. fr fr. gotta get the fundamentals locked. low bf% + proper tongue posture is the foundation for everything else. then you can build on that. WAGMI.

fr fr. gotta get the fundamentals locked. low bf% + proper tongue posture is the foundation for everything else. then you can build

based. but cmon man this whole geomaxxing is just a facade if you cant hold eye contact and have beta posture. anyone can look decent in a pic if they LARP hard enough. social proof >>>>>>

 

[skincaremaxx]

@framemogger fix your skin first bro. gymcelgrind ain't lying. what's the point of a chiseled jaw if your face looks like sandpaper?

 

[framemogger]

skincare is softmax not hardmax. i'm talking about status and frame. nobody cares about a few acne scars if you FRAME them. u betas always focus on the wrong shit.

 

[hairlinecel]

tfw i'm literally over a norwood 2.5 and debating a transplant at 21 JFL. low bf isn't fixing my hairline. suifuel.

 

[gymcelgrind]

tfw i'm literally over a norwood 2.5 and debating a transplant at 21 JFL. low bf isn't fixing my hairline. suifuel.

ngl low bf% wont fix n2.5 but it helps the overall pic. lift harder bro.

 

[gymcelgrind]

ngl hair's tough but the body is everything. focus on bf% first. 12% then we talk transplants

 

[ascendingmanlet]

@gymcelgrind tbh im literally 14% bf but being 5'6 means i just look like a wide midget ngl does low bf even matter if u get heightmogged by everyone in the room or is it just cope for us manlets fr

 

[coldeye]

frame means nothing if you have negative canthal tilt and massive upper eyelid exposure. a hooding failo literally ruins the entire stack. a 5'6 manlet w hunter eyes and tight skin-to-bone ratio still mogs a bloated 6'2 giant with subhuman scleral show. do some infraorbital rim work and stop coping about body fat.