How to Analyze Competitive Advantage with AI | Investment Models to Distinguish 'Strong Companies' from 'Companies That Just Look Strong' Using ChatGPT

How to Analyze Competitive Advantage with AI | Investment Models to Distinguish 'Strong Companies' from 'Companies That Just Look Strong' Using ChatGPT

When choosing medium- to long-term stocks for investment, many people focus on growth potential.

Sales are growing.
Profits are increasing.
The market size is large.
It has a thematic appeal.
Financial results are good.
It is attracting attention in the news.
The chart is also strong.

When looking at such stocks, one might feel that 'this company seems to have a future.'

However, what is truly important for the medium to long term is not just whether it is growing.

It is whether there is a reason why that growth can be sustained.

There are companies whose sales are growing temporarily.
There are companies that attract attention by riding a trendy theme.
There are companies that are bought in the short term due to good financial results.
There are companies that become topics on social media or in the news.

However, when competition intensifies, profit margins may decline.

When new entrants increase, price competition may occur.

When large companies enter the same market, growth expectations may weaken.

In other words, when looking at growth stocks, it is necessary to confirm not only 'is it growing?' but also 'why can that company continue to win?'

This is where competitive advantage becomes important.

Competitive advantage, simply put, is the reason why a company is stronger than its competitors.

Technical capabilities.
Brand power.
Pricing power.
Customer base.
Network effects.
Barriers to entry.
Patents and intellectual property.
Sales capabilities.
Data volume.
Cost competitiveness.
Recurring revenue model.
High switching costs.

Companies with these elements may find it easier to protect their profits even when competition intensifies.

On the other hand, companies with weak competitive advantages may find it difficult to retain profits even if their sales are growing.

That is where analyzing competitive advantage using ChatGPT or AI becomes useful.

AI is not a tool to predict which company will definitely win in the future.
It is also not a case of asking AI to find out which stocks will rise in the long term.

However, by using AI, it becomes easier to organize a company's strengths, weaknesses, differences from competitors, sustainability of profit margins, barriers to entry, and risk factors.

In short, AI should be used not as a 'tool to pick strong stocks,' but as a 'tool to distinguish why a company is strong from whether it just looks strong.'

If you want to learn specific AI prompts that can be used for competitive advantage analysis, growth stock analysis, competitor comparison, and financial statement analysis, checking this sales page first will make it easier to put the content of this article into practice.

The Real Capability of AI Stock Investing
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In this article, I will organize how to use ChatGPT to analyze competitive advantage, the mindset for distinguishing between strong companies and those that just look strong, and examples of questions you should ask AI.

※This article does not recommend the buying or selling of any specific stocks. Stock investment carries risks, including the loss of principal. Please make final investment decisions at your own responsibility.

Table of Contents

1. What is Competitive Advantage?

2. Why Growth Alone Is Not Enough

3. Benefits of Analyzing Competitive Advantage with AI

4. 5 Judgment Criteria for Looking at Competitive Advantage

5. Examples of Questions for Analyzing Competitive Advantage with ChatGPT

6. Points to Check in Competitor Comparison

7. How to Organize Profit Margins and Pricing Power with AI

8. Signs That Competitive Advantage Is Crumbling

9. How Not to Use AI for Competitive Advantage Analysis

10. How to Learn More Practical AI Stock Investment Prompts

1. What is Competitive Advantage?

Competitive advantage refers to the reasons why a company can conduct business more advantageously compared to others.

When multiple companies are competing in the same market, not all companies can generate profits in the same way.

Some companies can maintain high profit margins.

Some companies get caught up in price competition.

Some companies are able to retain customers for a long time.

Some companies spend a lot of money to acquire new customers.

What creates this difference is competitive advantage.

For example, companies with strong brand power may find it easier to have their products or services chosen without lowering prices.

Companies with high technical capabilities may be able to create products that others cannot easily imitate.

Companies with a strong customer base find it easier to generate continuous revenue.

Services with network effects may increase in value as the number of users grows, making it difficult for competitors to catch up.

Services with high switching costs make it difficult for customers to easily move to other companies.

Companies with such strengths may find it easier to protect their profits even when competition intensifies.

In medium- to long-term investing, it is important to look at this competitive advantage.

This is because for a stock price to be valued over the long term, continuous profit growth is required, not just temporary growth.

2. Why growth alone is not enough

When you look at a growing company, it feels attractive.

Sales are increasing.
The number of customers is increasing.
The number of stores is increasing.
The number of contracts is growing.
The market size is expanding.
It has a thematic appeal.

These figures are important for investment decisions.

However, growth alone is not enough.

This is because competitors are also likely to gather in growing markets.

When a market is growing, many companies enter it.

When competition intensifies, price wars occur.

Advertising costs and labor costs increase.

The cost of acquiring new customers increases.

Profit margins decline.

As a result, a company may see its sales grow while its profits do not.

This is a common pitfall in growth stock investing.

Buying based solely on sales growth.
However, profit margins are deteriorating.
Increased costs stand out in the financial results.
Falling short of market expectations.
The stock price is sold off.

This is the typical sequence.

When looking at a company over the medium to long term, you need to check the following points.

Why is that company being chosen?
What makes it stronger than its competitors?
Can it maintain its profit margins?
Does it have pricing power?
Is it difficult for customers to leave?
Can it continue to grow even as competition increases?

Growth potential and competitive advantage should be viewed as a set.

A company that is growing is not the same as a company that can keep winning.

3. Benefits of Analyzing Competitive Advantage with AI

The benefit of analyzing competitive advantage with AI is that you can organize a company's strengths and weaknesses separately.

Corporate IR materials and financial briefing documents often contain many positive explanations from the company's side.

The market is expanding.
Leveraging our own strengths.
Expanding our customer base.
Providing high-value-added services.
Improving profit margins.
Investing in growth areas.

When you see expressions like these, the company looks strong.

However, for investment decisions, you need to verify whether those explanations are backed by numbers.

Using AI, you can organize information as follows:

Strengths claimed by the company.
Strengths that can be confirmed by actual financial figures.
Advantages compared to competitors.
Reasons why profit margins can be maintained.
Reasons why customers are unlikely to leave.
Risks if competition intensifies.
Conditions under which the strengths might collapse.
Figures to check in the next financial results.

By categorizing it this way, it becomes easier to verify the company's explanations rather than believing them at face value.

The important thing is not to ask the AI, 'Is this company strong?'

What you should ask AI is, 'Please separate the reasons why this company is considered strong from the risks that could undermine its strengths.'

AI is not a partner for predicting future winners.

It is a partner for organizing the points of discussion to verify competitive advantage.

4. Five Judgment Criteria for Assessing Competitive Advantage

When looking at competitive advantage, it becomes easier to organize your thoughts if you check at least five judgment criteria.

First: Pricing Power

The first thing you want to check is pricing power.

Pricing power is the ability to retain customers even when raising prices.

Companies with pricing power may find it easier to pass on costs when raw material or labor costs rise.

On the other hand, companies in intense price competition often cannot absorb cost increases, leading to deteriorating profit margins.

To assess pricing power, check the following points:

Has revenue dropped after price increases?
Are profit margins being maintained?
Are high-value-added products growing?
Are customers choosing based on price alone?
Are they chosen even at higher prices than competitors?

Pricing power is significantly related to long-term profit growth.

Second: Customer Base

Next is the customer base.

Companies with a stable customer base have higher revenue continuity.

Are there many corporate clients?
Are there many individual customers?
Is the contract model recurring?
Is the churn rate low?
Is the number of customers increasing?
Is the company dependent on a few large clients?

Companies with a strong customer base may be more stable against economic fluctuations and changes in the competitive environment.

However, high dependence on specific customers can be a risk.

Third: Barriers to Entry

Barriers to entry are the reasons why other companies cannot easily enter the same market.

Technical capabilities.
Patents.
Regulations.
Brand.
Capital investment.
Customer networks.
Data accumulation.
Sales networks.
Specialized talent.

When these elements are present, new entry can sometimes become difficult.

In markets with low barriers to entry, competitors tend to increase, often leading to price competition.

Even in growth markets, if barriers to entry are low, it may be difficult for profits to remain.

Fourth: Profit Margin

Competitive advantage is also reflected in profit margins.

Strong companies may be able to maintain higher profit margins than their competitors.

Of course, profit margins may temporarily decline due to growth investments.

However, if profit margins continue to deteriorate over the long term, competitive advantage may be weakening.

The points to look at are as follows:

Is the operating profit margin improving?
Is the profit margin higher than that of industry peers?
Are sales growth and profit growth linked?
Is the company able to absorb cost increases?
Is the decline in profit margin temporary or structural?

Profit margin is an important indicator for verifying competitive advantage through numbers.

Fifth: Differentiation from Competitors

Finally, there is differentiation from competitors.

We check what is different compared to companies fighting in the same market.

Product strength.
Service quality.
Price.
Brand.
Customer base.
Sales channels.
Technical capabilities.
Data.
Sales ability.
Revenue model.

Companies with weak differentiation are more likely to get caught in price wars when competition intensifies.

On the other hand, companies with clear differentiation may find it easier to protect their profit margins.

Specific prompts for organizing competitive advantage and competitor comparisons using AI can also be found on this sales page.

The Real Potential of AI Stock Investing
https://note.com/loots/m/m83a7c01d810c

5. Example Questions for Analyzing Competitive Advantage with ChatGPT

When analyzing competitive advantage with ChatGPT, how you ask the question is crucial.

Bad ways to ask include the following:

Is this company strong?
Can I hold this stock for the long term?
Does this company have future potential?
Does it have a competitive advantage?

With these types of questions, you are asking the AI for too much of a conclusion.

For practical use, you should divide the criteria for judgment when asking.

For example, use it as follows:

Please analyze this company's competitive advantage. Organize it by pricing power, customer base, barriers to entry, profit margins, differentiation from competitors, and risks that could undermine its strengths.

This question is easy to use as a foundation for competitive advantage analysis.

If you have a medium- to long-term investment perspective, you can ask it like this:

When viewing this company from a medium- to long-term investment perspective, please organize the reasons why its competitive advantage is sustainable, the conditions for maintaining profit margins, the risks of losing to competitors, and the figures that should be checked in the next earnings report.

If you want to compare it with competitors, do it like this:

Please compare this company with its competitors. Organize it by business content, sales growth, profit margins, customer base, pricing power, barriers to entry, and risk factors.

If you also want to check the bearish side, you can use the following question:

If I were to take a bearish view of this company's competitive advantage, what should I be careful about? Please organize it from the perspectives of competitors, price competition, deteriorating profit margins, customer churn, and slowing growth.

In this way, it is important to have the AI organize not only the good points but also the conditions under which its strengths might collapse.

6. Points to Check in Competitive Comparison

When looking at competitive advantage, comparing with competitors is essential.

If you only look at one company, the good parts tend to stand out.

However, when compared to companies competing in the same market, the perspective can change.

For example, if the sales growth rate is high, but a competitor is growing even faster.

If the profit margin is improving, but is lower than that of a competitor.

If there is a thematic appeal, but the actual business scale is smaller than that of a competitor.

In this way, even if a company looks good on its own, weaknesses can appear when compared.

The points to look at in a competitive comparison are as follows:

Sales growth rate.
Operating profit margin.
Market share.
Number of customers.
Churn rate.
Pricing power.
R&D capability.
Brand strength.
Financial stability.
Stock valuation.

It is useful to have AI compare multiple stocks using the same criteria.

“Please compare the following companies within the same industry. Organize them by sales growth, profit margin, competitive advantage, customer base, risk factors, and stock valuation.”

By asking in this way, it becomes easier to make judgments based on comparison rather than intuition.

Competitive comparison is especially important for medium- to long-term investment.

This is because, to grow over the long term, it is necessary not only for the market to grow, but also to continue winning within it.

7. How to Organize Profit Margins and Pricing Power with AI

Profit margin is important for confirming competitive advantage with numbers.

Even if sales are growing, caution is required if profit margins are declining.

There are several reasons why profit margins decline.

Rising raw material costs.
Increase in labor costs.
Increase in advertising expenses.
Price competition.
Investment in new businesses.
Increased competition.
Increase in low-margin products.

These need to be considered separately.

If the profit margin is declining due to temporary investment, it may not be a problem in the medium to long term.

However, if the profit margin is deteriorating due to price competition or increased competition, the competitive advantage may be weakening.

You can organize your thoughts by asking AI the following:

Please analyze the changes in this company's profit margins. Organize your findings by pricing power, cost increases, competitive environment, growth investment, one-time factors, and the possibility of structural profit margin deterioration.

If you want to check for pricing power, you can ask like this:

Please analyze whether this company has pricing power. Organize your findings by sales after price increases, customer churn, profit margins, comparison with competitors, brand strength, and conditions for passing on costs.

Profit margin is a crucial figure for confirming competitive advantage.

It is important to verify this not just through company explanations, but through financial results.

8. Signs that competitive advantage is eroding

Competitive advantage does not last forever.

Even strong companies can see their advantages weaken when the environment changes.

Therefore, when holding stocks for the medium to long term, you need to check for signs that their strengths are crumbling.

Typical signs include the following:

Sales growth slows down.
Operating profit margins deteriorate.
Customer numbers stop growing.
Churn rates increase.
Competition increases.
Price competition intensifies.
Advertising costs continue to rise.
Customer acquisition costs increase.
Market share declines.
The company's outlook weakens.

When such changes appear, you need to re-evaluate the competitive advantage.

You can organize your thoughts by asking AI the following:

Please organize the signs that this company's competitive advantage is eroding. Categorize them by sales growth, profit margins, customer base, competition, price competition, and figures to check in the next earnings report.

For stocks you already hold, the following question is also effective:

Please organize whether the competitive advantage I valued when I bought this stock still remains, or if there is a possibility that it is eroding.

In medium- to long-term investing, it is important to continue checking whether the competitive advantage remains even after you have purchased the stock.

9. How NOT to use AI for competitive advantage analysis

There are ways you should not use AI when analyzing competitive advantage.

That is, asking only about a company's strengths.

Tell me the strengths of this company.
Summarize the future potential of this stock.
Tell me why this company will grow in the long term.
Analyze this company under the assumption that it has a competitive advantage.

If you only ask questions in this way, you are likely to get a list of only bullish factors.

What is needed for investment decisions is not just the strengths.

You also need the conditions under which those strengths might collapse.

You should always ask the AI about the bearish side as well.

Is there a possibility that this company's competitive advantage is weak?
What are the risks of losing to competitors?
What are the conditions under which profit margins would deteriorate?
Is there a possibility of being dragged into a price war?
What are the reasons to pass on this company?

By asking in this way, you can reduce bias in your judgment.

Also, it is important not to believe the AI's answers at face value.

Competitive advantage cannot be determined by words alone.

You must also verify financial figures, profit margins, customer numbers, KPIs, competitor comparisons, company explanations, and stock valuations yourself.

The AI is not a partner to decide which companies are strong.

It is a partner to organize the points of discussion for verifying that strength.

10. To learn more practical AI stock investment prompts

Looking at competitive advantage is very important for medium- to long-term investment.

Can a growing company continue to win in the future?

If you don't check this, even if it looks like a growth stock, it may stall due to intensified competition or deteriorating profit margins.

Pricing power.
Customer base.
Barriers to entry.
Profit margins.
Differentiation from competitors.
Signs that strengths are collapsing.
Figures to check in the next earnings report.

By organizing these, your corporate analysis will become significantly deeper.

Using AI, you can streamline this competitive advantage analysis.

However, this is not about having AI predict the future winners for you.

It is about using AI to distinguish between strengths and weaknesses.

You don't understand a company's competitive advantage.
You are unsure how to verify the strengths of growth stocks.
You struggle with competitor analysis.
You want to organize the reasons for declining profit margins.
You want to build a foundation for long-term holding.
Your company analysis using ChatGPT yields shallow answers.
You want to learn investment prompt models using AI.

If you feel this way, please check the prompt sales page for specific usage instructions.

The Real Power of AI Stock Investing
https://note.com/loots/m/m83a7c01d810c

On this page, you can learn how to utilize AI for stock investing in a way that closely mirrors actual decision-making.

How to ask ChatGPT questions.
Competitive advantage analysis.
Competitor comparison.
How to view growth stocks.
Financial results analysis.
How to read IR materials.
Organizing medium-term management plans.
Reviewing held stocks.
How to create trading scenarios.
Risk management and capital management.

You can confirm these contents in a way that is easy for beginners to put into practice.

In stock investing, it is important to find companies that are growing.

However, what is even more important is to verify the reasons why they can continue to grow.

Instead of asking AI for the answer, use AI to refine your judgment.

This mindset is also important in the analysis of competitive advantage.

The Real Power of AI Stock Investing
https://note.com/loots/m/m83a7c01d810c

Moving from investing in companies that look strong to investing by breaking down the reasons for their strength.

If you are going to use AI for stock investing from now on, it is worth incorporating it into your competitive advantage analysis as well.

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