# Page 2 | Replit Reviews 2026. Verified Reviews, Pros & Cons | Capterra > Page 2 - Is Replit the right Artificial Intelligence solution for you? Explore 157 verified user reviews from people in industries like yours to make a confident choice. Source: https://www.capterra.com/p/10011212/Replit/reviews --- Replit 4.4 (157) [View alternatives](https://www.capterra.com/p/10011212/Replit/alternatives/) Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team. [Learn more](https://www.capterra.com/our-story/) * * * Last updated March 10th, 2026 # Page 2 - Reviews of Replit ## Showing most helpful reviews Showing 26-50 of 157 Reviews Sort by: Most Helpful Rating Company Size Reviewer's Role Length of Use Frequency of Use PG Piotr G. None Computer Software Used the software for: 2+ years ### "Replit Capitalist Review" September 6, 2025 5.0 Pros The capitalist model which ensures that all deployment owners pay the fair price to keep Replit servers running and can freely express their views with their repls without risk of censorship, which makes it much better to use than communist hosting services Cons The text editor does not work properly on UTF-16 or ANSI text files, which makes it completely unusable for editing any non-ASCII non-UTF-8 text, it also forces Unix newlines, inserts excessive spaces and closing tags during editing, and often fails to auto-detect 1 space indent Switched from [GitHub](https://www.capterra.com/p/129067/GitHub/)[Netlify](https://www.capterra.com/p/154989/Netlify/) Those services do not offer sufficient ideological freedom for users to express their views, which makes them not reliable to store or host data in there. Review Source PT Paul T. Managing Director Marketing and Advertising Used the software for: 6-12 months ### "Love Replit, transformed my work flows." August 28, 2025 5.0 Great product overall. A real game changer for non-code professionals to be able to create what they're looking for. A massive short cut for passing on to pro developers, building internal tools (where it doesn't necessarily matter if everything works totally) and if you're looking to delve into the world of software development for clients etc then it's a fantastic start and makes it a lot more user friendly and comprehensive than other solutions out there. Pros Superb product. I'm not a software developer so this has been magnificent as a tool to help me create proof of concepts and explore ideas. I started doing this for my own business - a piece of software to support a regular activity, totally bespoke to me, where other off the shelf products require lots of customisation. It's grown beyond that to developing for others and creating just unique ideas which I'd hope to take to market. Cons There is a decent learning curve required. Not to get started but to think like a software developer. For example, if you ask for a 'My Account' area - you'll get one with lots of common options - superb! However, you'll need to think and define how each part of this works. Exactly how password reset functions should work etc. This is my experience, you must be familiar with using SaaS software to get the most out of this. Otherwise you'll get a visual solution but not necessarily a totally productive one. Lots of work needs to go into the prompt and lots and lots of testing. Review Source JC Justin C. Founder Computer Software Used the software for: 1-2 years ### "Replit for Development" August 4, 2025 5.0 Overall, I find using Replit very easy, and it significantly aids in innovating and developing MVPs that turn into my full SaaS products. I think the pricing model could be simplified a little bit. I am less worried about the pricing and rather understand what each tier is targeted at. Pros I use Replit for my business to build and scale my SaaS applications. I like the web-based IDE and the Agent mode. Some of the key features I use in all my apps are the built-in secrets manager and the Neon PostgreSQL database solution. The one-click deployment is excellent, and the integration with my existing git repos makes it easy to version control my releases. Cons I like the Agent mode, but I would like the ability to create Architect agents that can supervise and help direct the coding agent. I think sometimes the Agent mode gets confused, and I have had times where it just gets stuck in a loop. This is fine for me because I am a software engineer by trade, so I don't have to rely entirely on the agent. I do find it confusing when to use the Assistant vs. Agent. For me, I generally write with full product requirements documents for each feature, so the Agent is most useful to me. Alternatives considered [ChatGPT](https://www.capterra.com/p/10009334/ChatGPT/) Reason for choosing Replit I wanted a cloud-based solution that could be run from a browser. Review Source VR Verified Reviewer myself Computer Software Used the software for: Less than 6 months ### "Still the most capable web app builder" July 29, 2025 4.0 Pros Still the most capable web app builder in the market despite all the noise. Effective balance between needing good clarity of prompt effort versus output. Really easy seamless deployment (amazing really). Cons Can get expensive unexpectedly, expensive is fine if its a complex task i expect it to work more and cost more. Where it is a problem is that it's stuck on some stupid task (partly user problem) - not sure if it is overengineering but possibly a predictive planning session (think design huddles) at "plan" stage and alternative solutions suggestions maybe useful. other than that, here's some wishlist - seamless build of react native (or OS native) mobile app - chrome extension - better UX handling - give it some CSS guidelines, contrast for fonts in particular, as an example - better handling of image storage - do some integration with 3rd party storage Switched from [Vercel](https://www.capterra.com/p/203626/Vercel/) switched from v0, lovable, manus, windsurf. (your capterra form autocomplete above is stupid, it crashed then it doesnt allow me to choose these options) alternatives were not strong on more complex builds (both v0 and lovable does much better UIUX though), manus is stronger on generic agentic AI (go find me this data/api, etc.) Review Source Byron W. Director of Photography Entertainment Used the software for: 6-12 months ### "Replit is Truly Magical" August 8, 2025 5.0 My overall experience is very positive. All the positives outweigh the negatives. The experience with Replit reminds me of the first time I was able to use Internet on a plane. It just blew me away. I had no idea that it was possible. So being able to create my own apps and watch them come to life as I explain what I want is an unbelievable experience that only gets better every single day. Not only does the app get better, but I get better at talking to the app and understanding exactly how to make all my ideas come alive. Pros The thing I like most about Replit is, I can come up with an idea and tell Replit in plain English what I want and it builds it for me. I can see a preview as it’s being built, and I can ask it for changes and adjustments. I’ve always been fascinated with making apps that make my life easier and every time I think of something that I want I can just create the app. Even a year ago that wasn’t impossible. It would’ve taken tens of thousands of dollars to make the apps that I’ve made in a couple hours for less than $100. Cons What I like least about replit is that if you’re not careful, the AI agent will change things without your permission that you’ve already worked on and fine-tuned and sometimes make a complete mess of it. They say you can roll back and go back to where you were at a certain checkpoint, but I find that sometimes that just doesn’t work the AI is broken everything and I need to start over. Review Source RH Ruth H. Business Owner Design Used the software for: 6-12 months ### "Be Bold and Adventurous with Replit! (Non-Coders Especially!)" September 4, 2025 5.0 The rate of improvement of Replit's coding environment is really something to behold. As a web designer, but previously a non coder, it has given me a freedom to make all the apps, books, games and other ideas that have sat in my head for decades. I can now be wildly ambitious and adventurous in my projects within the safest, most robust coding environment available anywhere. Pros I absolutely adore Replit! I started using it in September 2024, more or less as soon as they introduced the AI agent interface, and have produced something in the region of 40 apps since then. Replit add new features almost every week and are very responsive to user requests. It is my favourite way to interact with an LLM, bar none. Cons Not much to say against it. Obviously I've had my frustrating moments, but they are so quick to make improvements that any roadblocks are quickly removed, either by the LLM improvements over time, but more often by Replit themselves. The only real downside is that I spend far too much time and money on the platform each month, but I have a huge portfolio of projects to show for it. Review Source SC Steven C. Entrepreneur and Full-Stack Developer Computer Software Used the software for: 6-12 months ### "How Replit Made Me a Faster, More Confident Builder" August 25, 2025 5.0 Replit's advantages clearly outweigh its drawbacks. It has significantly improved my development process, making me a more efficient and productive builder through its streamlined IDE, collaborative features, accessibility, and broad language support. Ultimately, Replit has enhanced my technical skills and fostered a more dynamic approach to coding. Pros One of the key advantages of this system is its ability to facilitate instant project starts and rapid application deployments. This means that users can quickly launch new projects and share them with others, significantly streamlining workflows and accelerating development cycles. The ease of getting started and deploying applications contributes to a highly efficient and collaborative environment. Cons However, a notable limitation of the system is its lack of offline access. A constant and stable internet connection is mandatory for its operation, which renders it impractical for use in environments where internet connectivity is unreliable or nonexistent. This dependency on an online connection makes the system unsuitable for fieldwork, travel, or any scenario where continuous internet access cannot be guaranteed, thereby restricting its utility for users who require the flexibility of working offline. Switched from [Visual Studio Code](https://www.capterra.com/p/186634/Visual-Studio-Code/) Ease of setting up a new project. And better results than I was getting with Co-pilot. Review Source VR Verified Reviewer Founder Health, Wellness and Fitness Used the software for: Less than 6 months ### "Extremely powerful tool with unexpected costs" September 11, 2025 4.0 I am in awe of what Replit can do and the speed at which it can do it. Having experienced its capabilities, now I just want it to be even faster and cheaper. Pros Replit is obviously such a powerful and groundbreaking tool. Its ability to create complex software with only natural language input is staggering. I love that no matter how big the task, Replit will always surprise me and deliver functional solutions. Cons I found the cost of using Replit for complex applications was far higher than I expected. While I understand the costs savings compared to traditional coding are immense, it didn't quite meet my expectations. I used up my entire year of Teams credits in the first month and have been paying as I go since then. The second issue definitely contributed heavily to the first issue, and that is how time consuming and therefor expensive debugging is in Replit. Being that Replit is writing the code in the first place, it does get frustrating when debugging what seems like a simple feature takes days instead of minutes. Alternatives considered [Vercel](https://www.capterra.com/p/203626/Vercel/) Reason for choosing Replit Ease of use for non-coders was the main reason for choosing Replit. Review Source KS Katharina S. Founder and Genetic Counselor Health, Wellness and Fitness Used the software for: Less than 6 months ### "Powerful for Beginners, Limited for Growth" September 2, 2025 3.0 Overall, Replit has been excellent—I never would have been able to build this without it. That said, with no coding background, I’ve found it hard to scale. As soon as other apps or programs need to be integrated, things get too complex. Replit is a great baseline, but I feel limited in expanding because it can’t provide everything I need. Pros Replit has been surprisingly easy to use, even for someone like me with no prior experience in coding or building app platforms. What I appreciate most is how accessible it feels—you don’t need to come in with a technical background to start creating something functional and professional. I especially like the ability to use everyday language when building my app. Instead of having to learn complex programming syntax, I can describe what I want the app to do in plain English, and Replit helps translate that into code. This has made the whole process much less intimidating and more creative, allowing me to focus on the features and user experience I want rather than getting stuck on technical hurdles. Cons Formatting on Replit can be challenging. It often has a sense of how things “should” look, but it sometimes introduces mistakes or unnecessary elements that take time to fix. The design logic isn’t always intuitive, and while recent updates have improved this, errors can still be frustrating—especially when the platform claims to have resolved them but they persist. At times, it feels a bit too optimistic about its capabilities. Review Source Owen E. Partner Public Relations and Communications Used the software for: 6-12 months ### "Overall excellent. Looking forward to enhancements." August 19, 2025 4.0 Very good. I would love if they had a toggle to change API (with an indicator of change of cost) as having an option to switch to GPT5's cheaper API would be very useful. Pros The ability to deliver the initial setup of an app or website this quickly saves a huge amount of faff. Getting a project to the point where it can be sent to a client in very early beta for comment is incredibly useful. Being able to make fundamental changes quickly and easily without manually rewriting loads of code is also a boon. Cons It occasionally gets stuck in loops. You have to send it back and start from an earlier checkpoint. It also sometimes bricks features while enhancing other ones. Review Source Reginaldo K. Dev Computer Software Used the software for: Less than 6 months ### "The mostly complete IDE with just an AI assistant, or a Full Stack Developer, but with a cost." July 29, 2025 5.0 What makes me stop using Replit for a while, only returning in the next monthly period, is that most of my credits are consumed by checkpoints for errors in a loop. I neither need nor want checkpoints with the errors, also when the app crashes it creates checkpoints and consuming credits, this situation drives me crazy. However, I'm already comfortable using Replit; the only issue is being charged for errors. This should not happen. Pros The main advantage of Replit over other large IDEs is its comprehensive suite of built-in tools. It offers excellent value, especially if you could pay for an employee and will have budget to use Replit more then the monthly credits. This allows you to reduce your reliance on multiple professionals and allocate resources more efficiently to complete tasks, keeping only key professionals in your project. Cons A significant drawback is that Replit's billing model, particularly for the Agent, can charge you even when the Agent gets stuck in a error loop, consuming credits by creating checkpoint with errors. Review Source Grzegorz K. CEO Information Technology and Services Used the software for: Less than 6 months ### "Replit is great for creating your own apps" July 21, 2025 5.0 The best app is the one you build for yourself—and Replit makes that possible. The platform lets you create all kinds of applications. I’ve used it, for example, to build a WordPress plugin that helps me in my daily work and saves me plenty of time, as well as more advanced projects like an AI-powered résumé-assessment tool and a solution for generating charts from spreadsheet data. It’s an excellent platform with broad functionality. Sometimes you do have to make tweaks, but with a little patience you can always achieve the result you want. I hardly need to add that we’re building software here for a fraction of what hiring developers would cost, which means that even my small company can invest in developing apps and web services. Pros Personalized solutions – you can build the exact app you need for your own workflow instead of relying on generic off-the-shelf tools. Wide range of use cases – from simple WordPress plugins to AI-enhanced résumé-scoring or chart-generation tools, the platform supports both basic and advanced projects. Comprehensive feature set – Replit offers an all-in-one environment (editor, hosting, collaboration, deployment) that reduces setup overhead. Cost efficiency – developing in-house on Replit costs only a fraction of what hiring external developers would, enabling even small companies to create software. Time savings – custom automations (e.g., the WordPress plugin) streamline daily tasks and free up time for other work. Iterative flexibility – you can quickly tweak and refine your code until you achieve the desired outcome. Cons Occasional need for fixes – some bugs or limitations require extra troubleshooting and patience before things work as intended. Potential platform constraints – advanced or highly specialized features might hit Replit-specific limitations, necessitating work-arounds. Review Source SR Simon R. Solutions Architect Automotive Used the software for: Less than 6 months ### "Great Proving ground for ideas, but still needs finessing " August 16, 2025 5.0 Productivity is up, rapid development of a concept is very straightforward- and the underlying code is very usable. This allows an ideas person to produce a working system, and the finessing to be achieved by a developer. Pros The simplicity of the ui and intuitive manner of developing an idea. The agent is easy to control to achieve rapid progress to illustrate an idea, and even get first and second releases together The ability to deliver a working system to illustrate an idea without involving development teams is a real advantage Cons The agent will break existing functionality, and you still are charged - this is a regular occurrence. What seems like a simple request, the Agent makes multiple check points and the charges mount up. When the agent does not do what you’ve requested, and you have explain over again, the costs mount up as you try to fix the agents issue- rather than focus on developing. There are subtle differences in the preview browser and a standard desktop browser and you need to tell the agent to cater for that- either make the preview standard or remove it, but it is convenient. A specific example was a wed site with a menu over an image carousel - to achieve this working took many iterations that would have been easier achieved with a developer who wouldn’t have needed telling 20 times “no, that does not work. The menu is behind the carousel images. Make the menu always display over the page content when activated “ (not the actual request/response to the agent, but you get the idea) Review Source MB Matt B. SVP, Managed Services Computer Networking Used the software for: Less than 6 months ### "Replit unlocks business value that had previously closed off" September 9, 2025 5.0 Genuinely, this is a game changer for me. Ideas that I've had for years, that have sat dormant because I didn't have the developer skills, can finally be realized. Pros The ability to use my prompting skills to generate value quickly for my business, without having to be a developer myself. This has been huge, and I've already created four apps. They've also added so many new features over the last few months, it's nice to see the continued development of the platform! Cons It can be challenging when there's some broken functionality, and the AI can't work through it. I've learned how to prompt through it, and sometimes it ends up costing more because I have to switch to the higher powered model to get through a problem. Review Source Yamille K. Owner Marketing and Advertising Used the software for: Less than 6 months ### "Easy to use tool for the non-coders among us!" September 8, 2025 5.0 My experience using Replit has been positive overall. I was introduced to it by my business coach, and we've been working on building apps together. I am very impressed and will continue using it without a doubt. Thank you for creating this amazing tool for non-coders. Pros What I love is that it's so easy to use. It's intuitive. The Replit Agent is awesome! I am not a coder, and the fact that I can build an app that actually works with Replit is amazing to me. Cons I've just begun using Replit, but I've to say, so far, I haven't found anything that's a deal breaker for me. Review Source Juan E. Digital Commerce Executive E-Learning Used the software for: Less than 6 months ### "Recommended app, easy to use, does its job, some details to take into account" August 18, 2025 4.0 My general experience has been great, I believe I have not even begun to discover Replit´s real capabilities. Integrations and pricing adjustments would make the app perfect, alonsgside gen AI natural evolution to be able to shorten interactions to get a publishable web or app. Pros I´ve built my first end to end functional website with replit app. It really enables you to code with very little coding knowledge. I like it´s interactions and its intuitivity, it´s straightfoward and easy to use. The fact it can host, autoscale and even buy and set domains is great, it really solves everything for you. Cons It requires a lot of interactions and bugfixing, the general output is good but not great, it needs a lot of texting and debugging to get a publishable app. I´ve also encountered a lot of problems around integrations (eg with github), with I think could be easier to implement. Finally , the recent pricing change has come to a surprise since it radically changes the rules of engagement and I ended up paying x2 my fixed amount a given month. Review Source JL John L. CEO Construction Used the software for: Less than 6 months ### "Replit, my Rapid Prototyping Assistant" July 14, 2025 4.0 Really accelerated my product development and testing phase. Will continue to use Replit and hopefully new updates and releases can improve the scale and strength of functionality to make use cases stronger and stronger for users. Great product and feels like only the beginning for Replit. Pros Great for rapidly visualising and testing UX and customer journey. Seems to handle visual optimisation better than any other competitor out there at the moment with easy and effective brand book incorporation to tailor designs and branding. Cons Struggles once apps become too broad, it's best to handle smaller feature use cases rather than building a completely functional product such as a platform etc. It also seems to struggle with effective back end alignment for functionality. The optimal use case for me at the moment is to use Replit to test and build for demo capability then transfer code to Github repo and refine it there for effective back end incorporation and functionality. This process can be a little painful. Alternatives considered [Enterprise Test Data](https://www.capterra.com/p/197661/Test-Data-Automation/) Reason for choosing Replit replit had an advantage in its visual outputs. It could more easily interpret my creative requests and also incorporate brand materials I have to produce a more complete product relative to the competition. It also had the capability to produce something that is a little more complex without bugs emerging too early. All products I have tried have struggled with this however Replit currently leads the way. Review Source VR Verified Reviewer Manager Design Used the software for: 6-12 months ### "Very Positive Experience Overall" July 13, 2025 5.0 Very positive. Have recommended it to several people. It's really good with backend functions but needs to continue to improve with the front end. Pros It's first draft was very good. It's capability to create admin functions for a site master was almost 100% there. Cons Needs help on UI and especially image placement /alignment. Didnt understand how to take an image and incorporate it so it made sense. Alternatives considered [Bolt](https://www.capterra.com/p/241911/Bolt/) Reason for choosing Replit Replit worked better when it cam to straight up weeb sites. Bolt excels at phone apps imo Switched from [Bolt](https://www.capterra.com/p/241911/Bolt/) Bolt was trying to get me to use Supabase all the time which i had difficulty understanding. Review Source JL Jesse L. Owner Environmental Services Used the software for: 1-2 years ### "Replit is my Homebase" September 3, 2025 5.0 Overall Replit is a superb software product. It is so good for getting someone who has never coded, up and running quickly, and it has amazing built in features such as "agent" "database" "one-click-deploy" github integrations etc that make it so valuable - replit is my "homebase" for working on any kind of coding project Pros Amazing turnkey solution to create real software. I've had no coding experience, and have built multiple websites, webapps, python scripts that solve real problems for me. Cons Replit sometimes grows faster than documentation keeps up. I don't see it advertised as much as come competitors. Alternatives considered [ChatGPT](https://www.capterra.com/p/10009334/ChatGPT/) Reason for choosing Replit I actually use cursor and replit together - Replit is my homebase, but if i ever get stuck, I connect my replit account to cursor via SSH and continue to build. Review Source AB Alexander B. Director Restaurants Used the software for: Less than 6 months ### "Replit - An amazing tool if you know how to use it" September 1, 2025 5.0 Such a powerful tool. I now have the ability to create my own app without needed to fully understand how to code. Definitely would recommend. Pros Replit has made it so much easier to be able to create any application without needed to know any code. Cons Although Replit is a powerful tool, it sometimes gets things wrong and can be frustrating when it costs money to perform these changes. I think there should be a learning feature for anyone that is new to Replit on how to best ask the Agent questions and how to better discuss and explain issues that have been picked up. Alternatives considered [Gemini](https://www.capterra.com/p/10020130/Gemini/) Reason for choosing Replit I thought Replit would be a more advanced product than Gemini Review Source AG Arturo G. founder Computer Software Used the software for: 1-2 years ### "love it, only let me use existing code/templates with Agent!" July 8, 2025 5.0 i've been a user pre agents, for learning previously, i've hired developers to work on my ideas, i limited myself to read the code now any idea i have, i know i can build it... "problem" is, when it gets stucked (but i know it has to do more the "the brain" in the back than with replit) Pros all-in-one intelligent autonomous vibe coding agent i can go from idea, to plan, to iterations to deployement Cons \- i'd love to have Agent enabled on imported projects (not all are compatible now) - i can't use project templates (that include pre-coded modules such as login, payments, etc.) ... there is no need to "generate/vibe code" the same code every time for my projects - (i think it has to do the model behind) it doesn't use the latest documentation of external api's usage Alternatives considered [CURSOR-CRM](https://www.capterra.com/p/177695/CURSOR-CRM/) Reason for choosing Replit didn't, i have both with replit i self host vibe coded projects with cursor i edit opensource projects and host them on a vps Review Source BG Blair G. CEO Internet Used the software for: Less than 6 months ### "Worth it for the big and little guy" August 26, 2025 4.0 I love using Replit as I have zero coding experience. It allows me to chip away at my project and saves me a lot of time, effort and money! What I’ve built in three months would have cost me $300,000 and taken 18 months via the traditional route. Pros I love how easy it is to have my ideas created right in front of my eyes. I can then use the tools available to tweak my project as needed and debug as I go along. It does require more input that you’d assume but that way you get to know the nitty gritty of your project. Cons Sometimes, rarely, the agent doesn’t get it right and will miss key parts when implementing my request. To be expected when I’m building a very complex project. Review Source MD Minh D. CEO Cosmetics Used the software for: 1-2 years ### "Honest review about Replit" August 29, 2025 5.0 I think that the overall experience with Replit is very good. Although there are some things that I don't like, I think that overall Replit is a very good and amazing app. I would recommend it to everyone whether you are a novice or a expert. Pros I think that the Replit app has a very good overall AI system. It also has a lot of accessibility and easy to reach. I also see that the coding system about the integration is one of the best I have ever seen Cons The most apparent weakness in the app is about launching apps. To be more specific, it is about the PyQt 5 library app. It sometimes can't launch, and I think that it is very annoying to not launch normally with my code being correct. Also the AI can sometimes can code incorrectly and the most apperent of all, it can be very annoying to just Review Source VR Verified Reviewer Software Engineer Computer Software Used the software for: 6-12 months ### "The future looks good" August 7, 2025 4.0 Positive. I understand the team is still working the kinks out. AI coding is a brand new world. Customer service was also able to work out a nasty bug that I ran into Pros Replit is a pretty good value for the money since it includes AI coding agent time, neondb integration and hosting. I've done some comparisons, and replit is a good combination of easy and affordable. Cons I've really struggled with inconsistent AI agent and assistance performance. The agent also seems over priced? I've also been unhappy with the agent setting up a project. I've had much better luck just ssh'ing into Replit with Cursor Review Source Walter P. CEO Program Development Used the software for: 6-12 months ### "Dallo spunto all’app, tutto in un’unica piattaforma" August 11, 2025 5.0 La mia esperienza complessiva con Replit è molto positiva: è una piattaforma versatile e intuitiva, ideale sia per prototipare velocemente che per collaborare su progetti complessi. Qualche limite tecnico c’è, ma i vantaggi in termini di accessibilità e produttività lo rendono uno strumento eccellente. Pros Di Replit apprezzo la semplicità d’uso e l’accesso ovunque senza installazioni. Supporta molti linguaggi, offre anteprima immediata e permette di collaborare in tempo reale, rendendo lo sviluppo rapido ed efficace. Cons A volte le prestazioni possono rallentare nei progetti più pesanti e alcune funzioni avanzate richiedono il piano a pagamento. Review Source Similar Products Featured ## Related categories [Artificial Intelligence](https://www.capterra.com/artificial-intelligence-software/)[Generative AI](https://www.capterra.com/generative-ai-software/)