Official feature list of Bumble Premium:
- See everyone who swiped right on you with Beeline.
- Rematch with expired connections.
- Extend your matches by 24 hours.
- Backtrack on accidental left swipes.
- Get unlimited swipes.
- Put yourself in the Spotlight.
- Use five SuperSwipes per week.
- Focus on what you’re looking for with Advanced Filters.
- Activate Incognito Mode for more privacy.
- Swipe in other locations with Travel Mode.
Bumble does not use
natural language processing so bios are largely irrelevant when the app runs its' matching algorithm. Other preferences are there but they are inconsequential to most extent. A guy or a girl being a nonsmoker may be an issue for some but teetotalism is largely irrelevant. Religion, faith, music, etc are also useless because you cannot simply say 'Christian' and expect the other person to be a 'Christian' in the sense you were considering. However, these parameters are also useless because it does not programmatically show people of those preferences.
Bumble boasts of 'lots of filters' in the premium version. I am only inclined to think what kind of filters they are talking about. It cannot be anything related to bio and other preferences because they are uselessly vague. I think it may be about what places to actually go or what activities to actually engage in but that seems to be useless if you are going to swipe on non-premium users but it will seriously limit the number of people you can actually meet. Or narrow it down. Whatsoever, I cannot conceive their idea.
Remember: The more filters you apply the more limited the number of users you see in your Swipe Deck and (for Boost subscribers) the Beeline. If you feel like things seem a little quiet in your part of the Hive try toggling your filters to allow more folks to appear for you to swipe on.
This is what 'advanced filters' mean. This is a scam because men using the premium version would not like to limit the number of girls they will look at or vice versa.
Secondly, it seems like Bumble is very conspicuously telling its users that there is a guaranteed chance you will be at least seen by the women swiping the cards but that is a lie. Consider all the people of your age group (+-3) in a radius of 5 miles. Consider the women which is half of that population (and skewed in my country in favour of men). That number is the number of cards the apps should show to serve justice to all the users. If that is the case then every man has at least a 50% chance of matching with ANY woman because if you consider the mean opportunity levels, it will regress to mean - roughly 50% chance for ANY man to be matched with ANY woman. In reality, this is not what was found. The rate was found to be a dismal 0.6%. That is very very far than what should actually happen. Even if you provide one like for one woman, that will still be extremely cheap for the app to do because all they have to do is incrementally gather and sort the number of users in a particular region and redisplay the same users to each other. If this is done, user consistency will greatly increase and there will be no need of recollecting the data - (the 'infrastructure' these people keep talking about) but only sorting which is much faster.
In real life, this is how it works. They provide you with 10-ish cards. The success rate of each card being shown for every man is only 10 % if you consider 100 men competing for attention for 10 women which is extremely unfair as it is. To add to that, if you consider a realistic 40% being the rate of success then, then the overall success rate goes down to 4%. Comically, even 4% is much greater than 0.6%. Such an abysmal rate only becomes very suspicious and worthy of analysis.
Now, let us talk about how beauty also plays a role to an extent that is much more than required. There are two possibilities -
1. Beautiful girls tend to join dating apps more
2. The app is actively discriminating
Bumble has 66 million users as of 2021. It is vacuous to assume that women who form the 33% are all going to be beautiful. In fact that 21.78 million can be assumed to be a representative of a normal population with beautiful lying on some sort of a normal distribution scale of SD because it is impossible to select 21.78M girls on the basis of beauty alone without engaging in some sort of strategy that won't act attention from people. So it looks like there are as a matter of fact not-so-beautiful looking girls but they are grossly underrepresented as if the app is excluding them by sort of an unofficial 'popularity' measure. That is highly likely given how 'superlike' and other similar features are advertised so frequently.
The reason why this is not being explored is because of the fact that 'women' who 'express fulfillment with the app' (Play store has a whopping 4.3 stars) are the ones who keep matching. The ones who don't hope or delete the app without thinking about it much and feel that some sort of a dry spell is going on or berate themselves for not being beautiful enough. Which is very poignant because who knows how many people are getting their self-esteem wrecked by using Bumble and inappropriately blaming themselves when it is the app which is at fault.
For how long are such algorithms be kept in secret and not open for public scrutiny? Are the Big Tech industries aware of the mayhem they are causing and they just want to get away with it and keep earning money at the expense of people's health? Do you feel that the rising mental health issues among tweens are also caused by these unscrupulous algorithms? I feel that this might be the case. We already know how algorithms cause the very trend they measure and I think it is high time somebody drags Mark and Pichai and other barons' arses to the waterboard for interrogation because it is clearly a human right violation.