Business Analysis Unleashed Series: Porter's Five Forces for ChatGPT - podcast episode cover

Business Analysis Unleashed Series: Porter's Five Forces for ChatGPT

Sep 15, 202332 min
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Episode description

In this episode Benjamen from The Better Business Analysis Institute unravel the competitive landscape of the chatbot industry and examine the key factors that shape the success of ChatGPT.

Join us as we explore the Porter's Five Force Model

🔹 Threat of New Entrants: We assess the barriers faced by potential competitors entering the chatbot market and evaluate ChatGPT's advantage as an early mover.

🔹 Bargaining Power of Buyers: We analyze the influence of buyers in the chatbot industry and discuss how ChatGPT's advanced capabilities and reputation impact buyer power.

🔹 Bargaining Power of Suppliers: We delve into the relationships between ChatGPT and its suppliers, examining the leverage and influence each party holds.

🔹 Threat of Substitutes: We investigate the availability of alternative chatbot solutions and discuss how ChatGPT's unique natural language processing and machine learning capabilities position it against potential substitutes.

🔹 Competitive Rivalry: We explore the intense competition within the chatbot market and highlight the strategies that ChatGPT employs to maintain its competitive edge.

Tune in to this episode to gain valuable insights into the chatbot industry and understand how Porter's Five Forces model can be applied to analyze and strategise within this dynamic landscape.

Transcript

The Better Business Analysis Institute Presence the Better Business Analysis Podcast with Hindman Walsh. Hi everybody and welcome back to the Better Business Analysis podcast with Benjamin Walsh. Now this week we're going to dive into take two of our BA Unleashed series. This is where we dive into topics, tools that you can apply practically to any company that you know or the organization you

work for. Now last week, kicking off the series, we talked about SWOT analysis and we're starting at the beginning of the delivery journey, the Better Business analysis, delivery journey in the strategic and enterprise analysis space. So today, we're going to be talking about what's called the Porters 5 forces and how they work this model, this technique works with a SWOT analysis.

So they're both strategic management tools used to analyze the company organizations competitive advantage in the world and in the market and they can complement each other. So whereas the spot analysis focuses on focuses on the strength, weaknesses and opportunities and threats you know both internal and external, the Five forces model is specifically talking about the competitive forces within the

industry. So it focuses on the external environment and helps us assess the attractiveness and profitability of a specific industry and whether or not we want to dip our toes into it or just having a bit of a baseline about where we think we're at in the industry that we operate in. So if we start with what is the Porters 5 Forces model and then we'll get into our practical example and we're going to be doing the Porters 5 Forces model applied to ChatGPT. OK. So where do we start?

What is the Porters 5 Forces model? It's a framework developed by a guy called Michael Porter, hence the the name at the front. And the whole point was this model was used to analyze the competitive forces within an industry. So again, I think I just touched on the fact that it helps us assess whether or not this industry is attractive and profitable.

So and he used five factors, five factors or forces if you like, that would allow us to determine that before we entered into it or even to give us a bit of an idea about where we're at now. So I'm going to list through what those five areas are. I'm going to give a little bit of a description about those five areas and then we'll move on to how do we actually carry out one of these models and apply it to our case study, which will be chat, GB T OK.

So number one, we talk about the threat of new entrants into the market. OK. So this force evaluates what are the barriers to entry for competitors. So if you're already in the industry, what is the threat of other people entering into that industry? Or from the flip side, if you're looking to enter the industry, how hard is it? What are the barriers? So it considers factors such as

economies of scale. And if you don't know what economies of scale are, it means that as you get bigger, your buying power becomes a superior. When you're bigger, you can usually make more things more effective, and so bigger companies have a an advantage over small companies that don't have as much money and can't buy in bulk. It talks about brand loyalty, capital requirements, how much does it cost to even set up and government regulations.

A high threat of new entrants can reduce profitability for existing players. OK. So what that means is that if it's easy to enter that market or that area and then it provides what, what that means is in the long term, those people that are playing in that industry are going to have more competition and it will reduce their profitability over time unless they, you know, they do something different or they expand into other markets.

So that's number one threat of new entrants, very important #2. The this is the bargaining power of buyers and this needs a bit of explaining. So this force examines the power of customers. So the people buying from your company or from this company we're focusing on, it's the power of customers to negotiate prices and terms.

So if you have factors like the concentration of buyers, their price sensitivity, the available of availability, sorry of substitute products that can influence buyers power. So strong buyers power, so the buyers power being the consumer can limit the profitability of industry participants.

So those companies that operate within this industry that you're focusing on. So if you think about that in a housing market, it might be the fact that the bargaining power of buyers might be high when there's lots of options, lots of houses that are all priced the same or in the same area. So, and the bank maybe for example, we have low interest rates, could be an example at some time it could allow the

buyer to have more power. So bar the number two being the bargaining power of buyers is how much of A say does consumers have or buyers, because it could be a business, another business, how much power do they hold in this relationship #3 is the flip side of that. So what is the bargaining power of suppliers? So this force assesses the power of suppliers to influence power in sorry prices.

In terms factors like supplier concentration, availability of substituted inputs to your product and the importance of supplies products to the industry affects supplier power.

Strong supplier power can reduce the profitability for industry players, OK. So you're selling a good that you put together and involves different parts or components, OK. If those parts and components are rare or if you are limited in terms of how you can source those components, then your supplier, the supplier of that industry has power, OK. They have. If they have strong power in this relationship then that can

reduce profitability for you. So if you can only source your product from you know you you you've got a unique component, maybe it's a a unique metal or you're reselling a good that's only from you know one supplier. They have power in that relationship and you have less power, okay. And so they can increase. They know that they've got a scarce product or scarce component, and in order to produce your product, they hold the power in that relationship.

There's #3 that's the bargaining power of the supplier, #4 is the threat of substitutes. OK, so this is different to the threat of new entrants and people can get confused about this. So I'll explain what number four is. Threat of substitute. This force considers the availability of alternative products or services that can fulfill the same customer needs. This is not necessarily a direct copy of what you're providing,

right? So you could say in the example where we have cash sharing, so for example, Uber, you could say, well, Ola is a is a threat of substitute. Definitely. There's competition there. So all I could definitely be a a threat because it's providing the same service and that you know, that has an influence, that's a that's a threat, that's a substitute. But they're also a competitor. Now it's not just the rideshare.

A taxi service for example, or people's own vehicles and driving their own vehicles and taking public transport are substitutes in the greatest sense of the word. They're not just direct, you know, it's it's still fulfilling the need of getting from A to B, OK. So factors such as price performance, trade-offs, switching costs and the customers loyalty impact, the threat of substitutes and a high threat of substitutes can limit industry profitability. OK.

So if there are a lot of options for a consumer, then your consumer could be price conscience conscious that if you put your prices up to a certain point then they'll start using alternatives. So petrol prices, Sorry, if the price to catch the train goes up quite a lot, then people might start driving their own automobile to get to work because you've now priced yourself out of the market and the substitute which is completely different, service driving yourself becomes more attractive.

Also. For example in New Zealand, anyway the electricity industry is quite quite competitive. There are a lot of options if you want to switch providers. So it's it's quite easy for you to switch. And so those companies focus on loyalty by providing, I don't know air points or fuel vouchers or what it or some money to stay with them for a while. Try and sign you up for a longer period. Because the threat of substitute is actually quite high and that reduces the overall margins for

the players in the market. And #5 not to be confused with what we've just covered off, which was the number four threat of substitutes. #5 is around the rivalry of competitive of competitors. So another way of saying that #5 is competitive rivalry. This force examines the intensity of competition among existing players. OK, and every industry is quite different. I just read an article, for example on LinkedIn around the fact that Microsoft is now going to be the kind of back end for a

lot of Oracle services. And a few years ago there was quite a heated number of years ago, there was quite a heated battle between Oracle and and Microsoft and the database space. And now that competition, even though they are competitors is less so because they're starting to like, you know, have partnerships. So you can look at each industry and see how do the how do the players within the industry model play together?

Are they allowing that person to have that market share and that person to have that market share or are they at each other's throats? So to write competitive rivalry factors like the number of competitors in the market, high in electricity in New Zealand, what is the industry growth rate, How many, how many new players dropped into the

industry over the last year? Is there much difference between the product itself or are we talking about what we call a commodity product where everyone's producing basically the same thing? Again, electricity being a commodity, there's not much difference between the product differentiation. However, if you have electricity and you provide, I don't know, Internet services and smart charges for cars, you can make your product a little bit

different. And what is the exit barriers that influence competitive rivalry? Okay. So are there any barriers for exiting? You know, are they low, are they low barriers for for just dropping out and so people will drop out and if there's high rivalry within the industry or there's going to be then that can lead to price wars and

reduce profitability. So as I said, if there's lots of competition and it and you don't have much difference of of product, your product is pretty much the same, then you will have price wars. And then for example, unless there's some dodgy goings and like price fixing going on, when you're selling a commodity good like petrol and electricity, then you end up having price wars in certain regions and that reduces your overall profitability.

OK. So just just to recap, those five forces are one threat of new entrants, 2 bargaining power of buyers, 3 bargaining power of suppliers, 4 threat of substitutes and five, competitive rivalry. They are the five forces. So the Porters 5 Forces model is used to analyze the competitive dynamics of an industry and identify the key factors that impact profitability and helps businesses understand the industry's attractiveness, assess competitive threats and develop strategies to develop a

competitive advantage. It is a, it is commonly used in strategic planning, market analysis and decision making. OK. So hopefully you know not now know what Porter 5 Forces is all about. And as a business, unless you can help carry out the five forces to kind of give your business an idea of the competitive landscape of where they're in and informed decisions Okay. And so this five forces as well as the SWOT analysis, SWOT analysis probably would come

after this in sequence. If you're doing both, then you could then lead onto a SWOT analysis that you know and and this information, these insights could feed into there and look at different areas that you might want to focus on. Sometimes investors will perform 5 port of five forces to work out whether or not they want to invest in your company.

Obviously consultants do that, but market researchers also look at this, and government and regulatory bodies could, for example, figure out whether or not an industry is competitive enough. If there's a monopoly or some antitrust issues within a market, then they might perform a 5 Forces to suggest that they need to regulate or allow other players into the market. So the porters 5 Forces model and analysis is fantastic for any BA to do.

And the good thing about it is that again, you can apply it to any company you know, the company you work for, a company that's on the news, a friend's company, and you could start to do this model quite easily. All you need again is an A3 or a four piece of paper and you're drawing in this case just five different lines. You they, they they're not like quadrants, like the SWOT analysis.

They're definitely just five bullet points and you can write down these headers as I've talked about and then you can put at the top of your piece of paper the company name and you could start going through this model, right.

So I'm going to take a breather for 30 for you know 30 seconds and I'm going to and we're going to jump onto 5 porters, 5 forces applied to ChatGPT. If you don't know what ChatGPT is, ChatGPT is, it's actually a product, but it's a quite a big product that people sometimes talk about as a company. It is owned by Open AI and it is what you know has really pushed or been the the label for the AI large language model revolution

that we've seen. So I would suggest to pause the podcast right now and Google ChatGPT if you do not know what it is, but if you do, let's get started #1 and you can play along at home as well by maybe having a go. And I'll give you some time to maybe think about what you think in terms of some of these categories as we go through. So number one is threat of new entrants. So it's kind of the entry barriers for new players. For me, the threat of new entrants for ChatGPT is

relatively high. The AI industry is kind of booming and growing and there are many tech companies who are investing in AI research and development creating a large language model which sits behind ChatGPT. It's kind of the mechanics of ChatGPT requires significant resources and expertise and access to large information.

So in even though there are large investments going on in in AI, I think that the threat of new entrants to the level of chat GB T is kind of low to moderate Chat GB T has a significant advantage as the early mover in the market. So it was able to scrape and access a lot of information before other companies called onto it that were in the open

public domain. And now they're starting, for example, Twitter. And now those sources are starting to realize that they are, they've got a lot more information that they could use to create their own models and they're starting to turn off access. So ChatGPT has already trained its model on that. So it's got an advantage that might not be there in the

future. What I will say is some of the bigger companies like the Microsoft Googles and probably X or Twitter X in the in the future we'll start to catch up to chat DBT and you will find that in the future that we may have more competition, but right now I would say probably moderate when it comes to chat. DBT #2 is the bargaining power

of supplies. And this is a good, good example because we're applying this to, as opposed to a product that you put together, a physical product, we're applying it to kind of an IT product. So it makes us think, you know really carefully about this. So in the context of ChatGPT supplies could be considered the data providers or the researchers and engineers who contributed to its development.

Their bargaining power is moderate where while there are many sources for data, the quality and the diversity of data are critical for CHAT DBT. So as I said before, chat DBT scraped or accessed like Twitter, like anything on Twitter that was posted publicly for example. Free online Wikipedia for example, other data sources and and these AI models get better as they trend on new information

in different context. But you you, you know if you've already got one context down kind of pat and a lot of different variables in that area, you need to kind of expose it to other different types of information for it to grow. So I guess there was in some ways the supplies were those data providers and they started to be locked down a bit. So even though and and and a I models need to continue to

learn. So even though they've got an advantage here I think that they kind of those data providers kind of have limited bargaining power here.

A open A I who owns J GB T may now use their competitive advantage to even pay for access to public information or build strong partnerships saying, look, if we could take your information, Twitter or in the future keep taking your information, I know Elon Musk has stopped that, then maybe we could give you a kickback or pay you for that or give them a kickback or, you know, a percentage of of profits or

something. So I think the bargaining power of supplies in this case has been low and I think it may change in the future. But I think Chad Deputy is well aware that there's a big risk for them in terms of their growth and they're starting to build partnerships in terms of the bargaining power of buyers. So these are the people that use chat BGBT, which is generally businesses and consumers.

I would say that buyers have a high bargaining power here because I think that there are several other AI models and chat box available in the market. Bing has just put out Microsoft Bing have put out their own chat product. They actually source their information. They've got a strategic partnership with Chat GB T, which is actually the model that they use behind the scenes, and I'm sure there's some commercials behind that.

However, there are a lot of models who are built either on top of Chat GB T, so Chat GB C not being the interface, but the engine behind the scene they use. They've got an API that you can use. So you know you're not directly going on to the chat GB T product or they are just other ones that are just free and so therefore paying for the Chat GB C service may not feel like something that people want to do. So I would say overall in terms of the bargaining power of

buyers, that's that's ours. And with the fact that everyone's gone mental and crazy about a I development, I do think that it's about moderate in terms of how much bargaining power we have as a consumer. And that's probably because ChatGPT had these advanced capabilities and and the kind of, you know, ahead of the curve, if you like, right now. So as of today, I'd say moderate, but in the future, buyers may have more power #4, the threat of substitutes or

services. I think the threat of substitutes and services is high, even though ChatGPT had a competitive advantage to start off with. I think that the reason why it's getting moderate to high right now is that chat bot services are definitely where people have spent their time and energy and chat GB T actually has an advanced natural language processing machine learning

capabilities. However, a lot of the new entrants aren't looking to have a hugely wide, hugely smart model, they're looking at a specific model. So for example asking for a chatbot that's really good at answering IT support questions is quite limited. So therefore in order to provide that product, which is generally what consumers are looking for, a very point pointed solution to fix a problem. The the amount of information and the amount of data that that chat model needs.

The very cut down one I'm talking about it doesn't need as much information. So it can be trained on an open source model and you can and you can feed it IT requests from people's companies. And so there are a lot of like many alternatives if you like many chat GB T's out there And so I think that those new entrants are able to come in quite cheaply and provide more competition for chat GB T So I think that the I think moderate to high and there is quite a

threat of substitutes right now. And again the fact is I can use if I'm just a consumer who's asking a few questions I can use Bing for free or the Google alternative. But I can use those two for free to give me some quick answers that are kind of built into Google Now and built into Microsoft so I don't have to click away to ChatGPT. I'm going to use those unless I need some advanced capability.

So now Chap. GBT as being the only player starts becoming the kind of second second tier advanced model at the moment and finally the rival among competitors. I would say that the rivalry amount among competitors in the AI space is high. I think major tech companies like Google, Amazon, Microsoft all have their own AI models and they're looking at consistent ways of improving them.

And unlike Open A I and Chat GB T, those other companies make their money through data centers and through productivity apps. And so therefore they can almost sell a I products at a loss to get you on their core product which is hosting services or you know, buying more data or buying one of their products. So they're all, you know, selling advertising to you. Whereas Chet GBT doesn't have that model, Open AI doesn't have

that model. It is purely providing you with an AI brand if you like, quite an advanced one, but these other products could probably come in and lower their prices and just to just to kind of get ahead and then start to get their market. Also, most people when you use a computer, you're using a Microsoft product or a Google product or maybe an Apple product and Apple isn't in this market.

However, if you're loading up a spreadsheet on Apple, you're using probably Microsoft Office and that's got AI built into it now. So naturally you're using their interface. I also think the chat bot market is competitive, offering several services in that area And now you see that like everyone's putting out like whatever their core product is and pay extra for AI credits or pay extra for this AI bits and pieces. It's continuous.

There's continuous innovation in the space and I have seen right now some talk about what happens if people just compete and then we start to do something that could almost harm humanity. So we've given away a I tools that can allow a terrorist to, you know, a potential terrorist to learn how to make a bomb or find out where you know a person of interest is at.

And so there has been a meeting yesterday as I speak at Congress in America where a lot of A I leaders in the Microsoft, Amazon, Google space, Bill Gates, Elon Musk. We're there to kind of suggest that America starts to produce some regulatory wrappers around the A I industry so it doesn't fall into the wrong hands and that may have an effect on competition. So I think that's important to

play out. That would probably come up in our slot analysis in terms of threats, not threats from competitors necessary, but threats from regulation in terms of not being what that not sure what that looks like, but yes, but in terms of rivalry around competitions, it still remains very high. And even though these players have gone to Congress together, they're all competing with one another, not all friends. Right.

So what did you get? We just applied the five forces model to Chat GB T and I'll just remind you just what those areas were and where I thought chat GB T landed and then you can tell me or you can write in if you like or you can think about whether or not you got different things.

So in terms of the threat of new entrants, I would say that it's low to moderate when it comes to Chat GB T in terms of its core business, in terms of its the size of Chat GB T, the fact that it had its early, kind of early advantage by getting into the market early and has also got a huge amount of information and that takes time to collect and process. In terms of bargaining power of supplies #2, I think that the supplies of Chip GB T is kind of low.

A Chip GB T is basically deciding what sources it wants to connect to and it might create partnerships with them. In terms of the bargaining power of buyers, I think it's probably moderate to high as in the consumer, the businesses and and ourselves. I think there are plenty of other models that you could use that are specific to a use case

that you're trying to solve. And so Chat GB T isn't necessarily where you would want to go as your preference right now that these competitors have come to the market. Unless you wanted advanced capabilities in terms of threat of substitutes, I think the threat is moderate to high.

I think again I think there are alternatives you could use and in this space and this is this is going to, it's moderate now and it's going to get higher as people start to generate more advancement And because people are investing in anything with the word AI on the moment ChatGPT is going to see their market share diminish #5. The rivalry among competitors I'd say is high, it's not just medium, it is high or super

high. And the Microsoft Google space, Chet GBT, Amazon are all competing to have the best large language model and to have the best advanced language model. So Chet GBT has a bit of a problem in regards to that.

The other thing that there has been some suggestions that Microsoft, Google, Amazon can for example sell II at its cost price, whereas ChatGPT it's that's its only source of income and it needs to potentially needs more money than it's getting at the moment and it's not really in a profitable position. So that's my 5 Forces porters 5 force model for Jet GBT. I hope you learned something today. I hope you've learned how SWOT analysis and five forces can work together.

We're gonna be covering off a couple more strategic and enterprise business analysis techniques in the coming weeks and then we'll move on to the next step. I will see you next time.

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