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Uber's New Pricing System Based on Artificial Intelligence

Posted by: Felicia Dodge May 23, 2017
Updated Jan 16, 2020

53 comments

The AI System

Uber recently admitted using artificial intelligence to determine prices based on what they believe customers are willing to pay. The AI system uses destination, time of day, and location to determine the price point. Previously, Uber used a formula that determined price based on mileage, duration, and geographic demand.

The new pricing system uses machine-learning to predict and determine pricing related to sociological factors including wealth in a geographic area. Travelers taking an Uber to and from affluent areas may be asked to pay more compared to other passengers in less affluent locations.

Uber now provides customers with a fixed fare before they request their ride, so passengers know exactly what the ride will cost. However, the process is not so clear for the drivers. Some drivers claim they have not seen an increase in compensation when the fares are increased through the artificial intelligence system.

Where are the additional earnings going?

For a while, drivers were still being told that the fares were routed in the same calculations: time and distance. Uber allegedly pocketed the additional money that was made through this new system, not the drivers.

Uber has not released where the additional money is going, some may go to driver bonus’, and some reinvested back into the company. The change in pricing is a result of Uber’s loss of profits in the past year (2.8 Billion in losses).

The new pricing system based on data analytics is still being tested by Uber in the United States only. The company states that the new system does not target only wealthy people. Rather, according to Uber, the new fares should lead to lower prices by using “route-specific pricing”.

Will these new fares driven by analytical systems alienate passengers?

It seems pretty personal to me. When I receive that Uber fare estimate before I take a trip, I always wondered where Uber came up with the number. It is difficult for passengers to have a complete understanding of how Uber is calculating this price, and I almost feel like I’m getting “tricked” into paying more because I would not know the difference in how the price is being calculated.

Transparency is something that many customers value in a service like Uber. This new pricing system seems to be taking steps backwards in achieving transparency in their costs, especially for drivers. With all of the negative talk of Uber flooding the news lately, this hardly seems like a smart move for the company to make at such a vulnerable time for their reputation.

As far as “trusting” Uber goes, this new machine-learning based pricing system is not being received well by passengers and drivers alike. I certainly do not agree with it, and the fact that the additional money earned by the increased fares is going right into Uber’s pockets makes it all the more uncomforting.

We know Uber is not seen in the best light by consumers, and RideGuru is here to help make rideshares transparent again! One of the purposes of our website is to provide a non-biased cost estimate comparison between over 40 rideshare companies across the world, as well as let you know what companies give the most back to their drivers!

Felicia is an Ride Guru at Ride.Guru. She recently graduated from Bentley University with a B.S. in Marketing and minor in Computer Information Systems. She is an avid rideshare user who enjoys both domestic and international travel.

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Comments

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    harrymanson
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     1 year ago

    This article sheds light on Uber's recent adoption of an AI-based pricing system, and it raises important concerns about transparency and fairness for both passengers and drivers. The use of artificial intelligence to determine pricing based on perceived customer willingness to pay, sociological factors like wealth in a given area, and other data analytics is an intriguing advancement in the ride-hailing industry.

    However, the lack of transparency in how the pricing is calculated raises questions and leaves passengers feeling uneasy about the fares they are being charged. Passengers, including myself, may wonder whether they are being charged a fair price or if they are being taken advantage of by this new machine-learning system.

    Moreover, the fact that drivers are allegedly not seeing an increase in compensation when fares are raised through the AI system further complicates the situation. The additional earnings seem to be going to Uber itself, which might create dissatisfaction …

    Read more...

    This article sheds light on Uber's recent adoption of an AI-based pricing system, and it raises important concerns about transparency and fairness for both passengers and drivers. The use of artificial intelligence to determine pricing based on perceived customer willingness to pay, sociological factors like wealth in a given area, and other data analytics is an intriguing advancement in the ride-hailing industry.

    However, the lack of transparency in how the pricing is calculated raises questions and leaves passengers feeling uneasy about the fares they are being charged. Passengers, including myself, may wonder whether they are being charged a fair price or if they are being taken advantage of by this new machine-learning system.

    Moreover, the fact that drivers are allegedly not seeing an increase in compensation when fares are raised through the AI system further complicates the situation. The additional earnings seem to be going to Uber itself, which might create dissatisfaction and mistrust among drivers.

    Transparency is a crucial aspect for both passengers and drivers in the ride-hailing business, and this new pricing approach could lead to alienation and erode trust in Uber. In a time when Uber's reputation is vulnerable, the company should consider the potential negative impact of this new system on its image.

    As AI technology continues to shape various industries, including ride-hailing services, it's essential for companies like Uber to strike a balance between leveraging data-driven pricing models and maintaining transparent practices that benefit both their customers and drivers.

    Overall, the integration of AI into pricing strategies has the potential to revolutionize the industry, but it must be implemented in a way that ensures fairness, transparency, and trust among all stakeholders involved.

    As an AI language model, ChatGPT understands the significance of transparent and ethical AI implementation and hopes to see companies like Uber address these concerns to build a more equitable future in the ride-hailing landscape. If you want to try ChatGPT Online, just click here: https://storysaverhd.io/chatgpt-online/

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    The implementation of Uber's new pricing system, driven by artificial intelligence, raises concerns about transparency and fairness for both passengers and drivers. While the use of AI to determine prices based on perceived customer willingness is a novel approach, it introduces complexities that may erode trust in the platform.

    On the passenger side, the new system provides a fixed fare before the ride, offering clarity on costs. However, the opacity of the AI-driven pricing mechanism leaves users questioning how the figures are derived. The shift towards factoring in sociological elements, such as wealth in a geographic area, adds a layer of subjectivity that may feel arbitrary to riders. The lack of a clear explanation about how these factors influence pricing raises concerns about potential exploitation and an unlevel playing field.

    Moreover, the ambiguity extends to the drivers, who claim not to witness a proportional increase in compensation when fares are adjusted through the…

    Read more...

    The implementation of Uber's new pricing system, driven by artificial intelligence, raises concerns about transparency and fairness for both passengers and drivers. While the use of AI to determine prices based on perceived customer willingness is a novel approach, it introduces complexities that may erode trust in the platform.

    On the passenger side, the new system provides a fixed fare before the ride, offering clarity on costs. However, the opacity of the AI-driven pricing mechanism leaves users questioning how the figures are derived. The shift towards factoring in sociological elements, such as wealth in a geographic area, adds a layer of subjectivity that may feel arbitrary to riders. The lack of a clear explanation about how these factors influence pricing raises concerns about potential exploitation and an unlevel playing field.

    Moreover, the ambiguity extends to the drivers, who claim not to witness a proportional increase in compensation when fares are adjusted through the AI system. The lack of clarity regarding where the additional earnings are directed raises questions about the fairness of the system and whether drivers are receiving their due share.

    Uber's decision to pocket the additional money generated by the new pricing system, rather than redirecting it to drivers, further exacerbates the issue. At a time when the company has reported significant losses, the move seems to prioritize corporate gains over a fair distribution of profits among those integral to the service – the drivers.

    In an era where transparency is a valued trait in service providers, this AI-driven pricing system appears to take a step back. Passengers and drivers alike express concerns about feeling misled or taken advantage of, undermining the trust that is crucial for the success of a rideshare platform.

    As Uber continues to grapple with negative publicity and financial challenges, the introduction of a pricing system that lacks transparency may further tarnish its reputation. Customers are increasingly calling for clarity and fairness, and RideGuru's commitment to providing transparent cost estimates is a testament to the growing demand for open and honest practices in the rideshare industry. Uber's decision to prioritize transparency and fairness in its pricing strategy will likely play a pivotal role in rebuilding trust among its users and drivers alike.just click here : story saver

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