11 May 2025
Web3

crowdfunding running on blockchain that support multi-chains. The ...

...project combine with AI to validate milestone's result

Confidence
Engagement
Net use signal
Net buy signal

Idea type: Swamp

The market has seen several mediocre solutions that nobody loves. Unless you can offer something fundamentally different, you’ll likely struggle to stand out or make money.

Should You Build It?

Don't build it.


Your are here

Your idea of a blockchain-based crowdfunding platform with AI-driven milestone validation falls into a crowded space. Our analysis indicates this category is a 'Swamp,' meaning there are several existing solutions that haven't achieved significant success. We found 6 similar products, indicating a high level of competition. The average engagement (0 comments) is low, suggesting that similar products struggle to capture user interest. We don't have enough data to quantify the 'use' and 'buy' signals, but the lack of engagement is concerning. The existing solutions are just mediocre, and unless you have something really unique, standing out and making money in this market will be difficult. The advice for this category is, bluntly, 'Don't build it'.

Recommendations

  1. Thoroughly investigate why current crowdfunding solutions are failing to resonate with users. Don't just look at surface-level features; dig into the underlying issues with trust, transparency, or usability that might be hindering adoption. Leverage the existing discussion summary from a similar product FeedFund which asks about the availability of the tool or product. Use this as an avenue of discovery to truly understand where the opportunities lie.
  2. Instead of aiming for the entire crowdfunding market, identify a specific niche or underserved group. For example, you could focus on funding open-source blockchain development, or providing grants for scientific research, or supporting local artists. Having a narrow focus allows you to tailor your platform and validation process to the unique needs of that community.
  3. Consider creating AI-powered tools that enhance existing crowdfunding platforms rather than building a new one from scratch. You could develop a milestone validation service that integrates with platforms like Kickstarter or Indiegogo. This approach allows you to leverage their existing user base and infrastructure, while still offering a valuable service.
  4. Look into related problems that might be more promising. Perhaps there's a need for better decentralized identity solutions for crowdfunding participants, or a more efficient way to manage and distribute funds raised through DAOs. If you can identify pain points in an adjacent area, you might find a more viable business opportunity.
  5. Before investing significant time and resources, explore alternative ideas. Given the challenges in the crowdfunding space, it might be more prudent to focus your energy on a different project that has a higher potential for success. It's better to pivot early than to waste time on a project that's unlikely to gain traction.
  6. Given the lack of user engagement with similar products, prioritize building a strong community around your project. This means actively participating in relevant online forums, attending industry events, and creating valuable content that educates and empowers potential users. Focus on transparency and building trust within the community.
  7. Before launching, conduct extensive user testing to validate your assumptions about the needs of your target audience. This testing should involve real users from your chosen niche and focus on identifying pain points with existing solutions and validating that your platform solves these problems effectively. Pay special attention to issues raised in the similar product comments, even if the engagement is low.

Questions

  1. What specific unmet needs within the crowdfunding space will your AI-powered blockchain solution address, and how will you demonstrate a clear advantage over existing platforms that have already struggled to gain traction?
  2. Given the low engagement observed in similar crowdfunding platforms, what innovative strategies will you employ to cultivate a vibrant and active community around your project and ensure sustainable growth?
  3. How will you ensure that your AI milestone validation system is both transparent and unbiased, and how will you address potential concerns about the accuracy and fairness of the AI's assessments, especially in a decentralized environment?

Your are here

Your idea of a blockchain-based crowdfunding platform with AI-driven milestone validation falls into a crowded space. Our analysis indicates this category is a 'Swamp,' meaning there are several existing solutions that haven't achieved significant success. We found 6 similar products, indicating a high level of competition. The average engagement (0 comments) is low, suggesting that similar products struggle to capture user interest. We don't have enough data to quantify the 'use' and 'buy' signals, but the lack of engagement is concerning. The existing solutions are just mediocre, and unless you have something really unique, standing out and making money in this market will be difficult. The advice for this category is, bluntly, 'Don't build it'.

Recommendations

  1. Thoroughly investigate why current crowdfunding solutions are failing to resonate with users. Don't just look at surface-level features; dig into the underlying issues with trust, transparency, or usability that might be hindering adoption. Leverage the existing discussion summary from a similar product FeedFund which asks about the availability of the tool or product. Use this as an avenue of discovery to truly understand where the opportunities lie.
  2. Instead of aiming for the entire crowdfunding market, identify a specific niche or underserved group. For example, you could focus on funding open-source blockchain development, or providing grants for scientific research, or supporting local artists. Having a narrow focus allows you to tailor your platform and validation process to the unique needs of that community.
  3. Consider creating AI-powered tools that enhance existing crowdfunding platforms rather than building a new one from scratch. You could develop a milestone validation service that integrates with platforms like Kickstarter or Indiegogo. This approach allows you to leverage their existing user base and infrastructure, while still offering a valuable service.
  4. Look into related problems that might be more promising. Perhaps there's a need for better decentralized identity solutions for crowdfunding participants, or a more efficient way to manage and distribute funds raised through DAOs. If you can identify pain points in an adjacent area, you might find a more viable business opportunity.
  5. Before investing significant time and resources, explore alternative ideas. Given the challenges in the crowdfunding space, it might be more prudent to focus your energy on a different project that has a higher potential for success. It's better to pivot early than to waste time on a project that's unlikely to gain traction.
  6. Given the lack of user engagement with similar products, prioritize building a strong community around your project. This means actively participating in relevant online forums, attending industry events, and creating valuable content that educates and empowers potential users. Focus on transparency and building trust within the community.
  7. Before launching, conduct extensive user testing to validate your assumptions about the needs of your target audience. This testing should involve real users from your chosen niche and focus on identifying pain points with existing solutions and validating that your platform solves these problems effectively. Pay special attention to issues raised in the similar product comments, even if the engagement is low.

Questions

  1. What specific unmet needs within the crowdfunding space will your AI-powered blockchain solution address, and how will you demonstrate a clear advantage over existing platforms that have already struggled to gain traction?
  2. Given the low engagement observed in similar crowdfunding platforms, what innovative strategies will you employ to cultivate a vibrant and active community around your project and ensure sustainable growth?
  3. How will you ensure that your AI milestone validation system is both transparent and unbiased, and how will you address potential concerns about the accuracy and fairness of the AI's assessments, especially in a decentralized environment?

  • Confidence: High
    • Number of similar products: 6
  • Engagement: Low
    • Average number of comments: 0
  • Net use signal: 60.0%
    • Positive use signal: 60.0%
    • Negative use signal: 0.0%
  • Net buy signal: 0.0%
    • Positive buy signal: 0.0%
    • Negative buy signal: 0.0%

This chart summarizes all the similar products we found for your idea in a single plot.

The x-axis represents the overall feedback each product received. This is calculated from the net use and buy signals that were expressed in the comments. The maximum is +1, which means all comments (across all similar products) were positive, expressed a willingness to use & buy said product. The minimum is -1 and it means the exact opposite.

The y-axis captures the strength of the signal, i.e. how many people commented and how does this rank against other products in this category. The maximum is +1, which means these products were the most liked, upvoted and talked about launches recently. The minimum is 0, meaning zero engagement or feedback was received.

The sizes of the product dots are determined by the relevance to your idea, where 10 is the maximum.

Your idea is the big blueish dot, which should lie somewhere in the polygon defined by these products. It can be off-center because we use custom weighting to summarize these metrics.

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