u/Strangewhisper

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

Once I'm betrayed, it's very hard for me to open up again. How do you deal and heal when it comes to betrayal, Infjs ?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

I kept seeing founders spend months building ideas… only to later realize the market was already crowded.

Not necessarily with direct clones.

But with:

• adjacent products
• niche competitors
• partial solutions
• existing workflows solving the same problem differently

So I started building a tool called MarketScope to explore this problem.

You basically enter a startup idea, and it analyzes:

• existing competitors
• market saturation
• gaps/opportunities
• underserved segments
• pricing patterns
• risks/red flags

What surprised me most while testing it-

A lot of ideas that sound unique initially… turn out to already exist in fragmented ways.

But at the same time, many “crowded” markets still have underserved gaps:

• localization
• accessibility
• affordability
• onboarding simplicity
• niche workflows

So the problem usually isn’t: “Is this idea unique?”

It’s more like “Where is the actual unmet need?”

Been using it myself to analyze random startup ideas recently and the patterns are pretty interesting.

Still improving the reports/UI, but curious what people think about this kind of market research tool in general.

Would this actually help you before building something?

A few months ago, I shared a tool I’m building to validate startup ideas. Got some really useful (and honest) feedback: outputs felt too generic, competitors weren’t always close enough, recommendations weren’t actionable enough etc. So I went back and made some major changes. What’s improved:

1. Much tighter competitor matching Now it tries to find closest possible competitors instead of broad or loosely related ones.
2. More grounded recommendations Recommendations are now tied to actual market gaps & positioning opportunities
3. Added potential risks (this was missing earlier) This turned out to be one of the most useful sections.
4. Target customers + acquisition channels Instead of just “who might use it”, it now suggests: specific target segments possible acquisition channels
5. Monetization model suggestions Gives direction on pricing approach, revenue model etc

I tried analyzing a few trending (and even some intentionally silly) ideas. A lot of them came out as: high competition weak differentiation limited long-term potential Which is not what you want to see… but probably what you need to see. Still figuring out- Would something like this actually help you decide what to build? What would make you trust this enough to act on it? Would really appreciate honest feedback again.

A few months ago, I shared a tool I’m building to validate startup ideas. Got some really useful (and honest) feedback: outputs felt too generic, competitors weren’t always close enough, recommendations weren’t actionable enough etc. So I went back and made some major changes. What’s improved:

1. Much tighter competitor matching Now it tries to find closest possible competitors instead of broad or loosely related ones.
2. More grounded recommendations Recommendations are now tied to actual market gaps & positioning opportunities
3. Added potential risks (this was missing earlier) This turned out to be one of the most useful sections.
4. Target customers + acquisition channels Instead of just “who might use it”, it now suggests: specific target segments possible acquisition channels
5. Monetization model suggestions Gives direction on pricing approach, revenue model etc

I tried analyzing a few trending (and even some intentionally silly) ideas. A lot of them came out as: high competition weak differentiation limited long-term potential Which is not what you want to see… but probably what you need to see. Still figuring out- Would something like this actually help you decide what to build? What would make you trust this enough to act on it? Would really appreciate honest feedback again.

A few months ago, I shared a tool I’m building to validate startup ideas. Got some really useful (and honest) feedback: outputs felt too generic, competitors weren’t always close enough, recommendations weren’t actionable enough etc. So I went back and made some major changes. What’s improved:

1. Much tighter competitor matching Now it tries to find closest possible competitors instead of broad or loosely related ones.
2. More grounded recommendations Recommendations are now tied to actual market gaps & positioning opportunities
3. Added potential risks (this was missing earlier) This turned out to be one of the most useful sections.
4. Target customers + acquisition channels Instead of just “who might use it”, it now suggests: specific target segments possible acquisition channels
5. Monetization model suggestions Gives direction on pricing approach, revenue model etc

I tried analyzing a few trending (and even some intentionally silly) ideas. A lot of them came out as: high competition weak differentiation limited long-term potential Which is not what you want to see… but probably what you need to see. Still figuring out- Would something like this actually help you decide what to build? What would make you trust this enough to act on it? Would really appreciate honest feedback again.