Notte Reviews

I’ve noticed that some people mention the steep learning curve in their reviews, and I can understand why they might feel that way. This tool is clearly intended for developers, which is evident from its classification under dev tools, and that focus explains both its complexity and its capabilities. It is genuinely very versatile and useful in a wide range of development tasks.

While the documentation is comprehensive, some of the terminology can be a bit confusing at first, especially for newcomers who are not as familiar with the technical language used. However, once you spend some time exploring the features and getting comfortable with how it works, its true power becomes clear. It’s built to solve problems efficiently and expand what you can achieve in your projects.

Another aspect I appreciate is the generous monthly credit allocation. For most of the tasks I’ve thrown at it—ranging from small experiments to more involved development work—it has handled everything smoothly without any real issues. The combination of capability and value makes this tool a worthwhile investment.

Overall, I’m excited to see how this tool continues to evolve. Given its current performance and potential, I have no hesitation in recommending it to other developers who are looking for a strong, reliable addition to their toolkit.

UPDATE 26/05/2026
I’ve updated this to 4 stars, as I spent the weekend working on it. With the help of Claude and the documentation, I found a workflow that has now resolved one of the scraping issues (Amazon).

The Notte workflow:
Use the CLI to explore interactively ← learn how the site works
Set up authentication if needed ← create a profile
Test interactions ← see what selectors/steps are needed
Export workflow code ← get a starting point
Adapt for functions ← use what we learned and the Function API

I’ve left off one star as I’m still testing. Also, when you create a function via the internal AI process, you can’t see the code in the deployed function. If it doesn’t work, you’re stuck and can’t edit it. If you manually create the functions, you can update them as needed.

PREVIOUS REVIEW

I've tried it on a couple of examples, and I've also implemented the API and CLI in a cloud computer called ZoComputer. And I've also tried using the interface directly in Notte. Unfortunately, in my test, it wasn't able to extract full information from eBay. However, I was able to get it to do it sort of one at a time through the CLI, but when going through the interface, it just didn't seem to want to do it properly. I was able to use BrowserAct to scrape eBay listings, so I'm not sure.

I also wanted to scrape some reviews from iHerb, and admittedly it does have anti-bot measures, but yeah, it failed at that as well. However, I've used another tool called Chat4Data, which is an extension for the web browser, and it's able to scrape all the reviews, no problem. Admittedly, BrowserAct does have this problem as well, so it's not just one tool. But I can only evaluate tools that I've got against each other and rate them as appropriate. Also, looking at the billing, it's burnt $8 of LLM and I didn't get any data, so, alright, for testing maybe, but at the end of the day, that's a lot to burn and not get any proper result.

I've also used Perplexity's Comet. While it's not scraping data and saving it, it can actually go through, say, all the iHerb reviews, and it can actually pick out all the positive and negative reviews, and I can ask it to isolate certain reviews and it will go and search. So, even though I'm not directly scraping data to download it, it is able to go and view that data and extract the data in terms of a summary, etc.

So I will keep testing this tool, but for now I have to give it a middle‑of‑the‑road rating because I'm not quite sure—at least with the AppSumo deal—what benefit it has, since it seems unable to scrape certain sites.

Notte is absolutely incredible. I purchased it with a very specific use case in mind. I operate a vacation rental business and have my guests fill out a pre-check-in questionnaire. If they notify us they need a sofa bed set up I needed a way of automatically creating a task for my cleaners in my operations software so my cleaners know to set up the sofa bed. I was able to do this using the Anything API in a few hours and spent about half of my monthly credits after I finished iterating and fine-tuning. I do wish they offered higher tiers with more credits as I would upgrade just by seeing the success of my initial project and the amazing capability of the app. If you have an operationally intense business and need to tie together multiple apps that do not have open API's buy this tool and don't look back. I do not have a technical background but am a software power user and was able to figure it out easily. To me using Notte in combination with Teable (Another App Sumo App) which is API connected to my PMS has taken my automation capability to another level. They work beautifully together. This is one of the most unique and useful apps I have seen on App Sumo. If you are on the fence I recommend giving it a shot and testing it out. I got my ROI in two hours,

Hmm... It appears I have purchased a task failed and error simulator.

I gave it simple instructions of go to this website, search this product, scrape the information. it went to the website and went to the product but it couldn't even successfully scrape and there were loads of errors along the way. I guess Appsumo is cutting down on their work force and offloading beta testing and simple product functionality to us. The idea is cool and I see the vision of the tool and it would be really cool if it worked. I'll check back in 59 days.

This software has too steep a learning curve and poor onboarding. Plus, the bring your own key option wasn't available.

Simple scraping failed a number of times. The in buit help was poor and not as extensive as it should be. Returned.