Verified purchaser
This tool is on the right track, but....
I was able to pull this tool off the shelf and I have to be honest it was better than I thought. I wanted to give this tool a 5 Taco rating so bad, but the UI kept giving me memories of another tool that started with the best intentions but their UI/UX kept getting in the way of it's greatness. Then that company went away never to be seen again.
I have cut back on my 5 Taco ratings because when I see things that start to jump out in front of me while I am driving I start to take caution. In this new AI world I drive with 2 pair of glasses on, hence the 4 taco rating. I now look into the soul of a tool if AI is their core business. TMAI is doing some different things and like I mentioned to the founder when I asked a question about building this exact tool in a vibe coding platform over the weekend. She explained to me why that was not possible with this tool and after picking it she appears to be spot on. You can do a lot with tool but the flow of the UI is preventing this tool from being a 5 taco tool. The engine underneath and what it is doing is darn good. Like really surprising, but everything I create I have to dig for. I created a content brief and I can no longer find it for the life of me. Fix the flow and this tool will have good runway into what we will see as a very competitive world when it comes to AI. I did a short walk through on it but I did it with another tool. I will come back and do a single focused video walkthrough once I figure out the UI or get help from their team on understanding the flow of this tool. Make no mistake about it. This is a content freaking machine and I am here for it.
Info_TopicalMapAI
Edited May 19, 2026Hi,
Real grateful for the thoughtful review, including the honest feedback. The "can't find the content brief I just created" issue you flagged is correct, generated briefs weren't being persisted anywhere, which was a real bug, not a UX gap. The brief lived in the page's working memory and died on refresh or navigation. That should not have shipped that way.
I shipped a fix just now. Generated briefs now save to your map and appear in a "Previously generated briefs" panel above the generator. Clicking View restores the brief without regenerating, so you don't burn another 0.25 credits.
On the broader UI flow concern, agreed. The product engine is strong but the surfacing of generated artifacts needs to come forward instead of being one click deeper than it should be. This brief persistence fix is the first of several UX changes targeting exactly that surface.
If you come back to make the focused video walkthrough you mentioned, reach out ([email protected]) and I'll walk you through the flow live so you can see whether it makes sense.
Thanks again for taking it off the shelf and giving it a fair look. The 4 tacos with substance behind them is more useful than any 5-taco rating without it.
With gratitude,
Megan