2026-01-12 17:30:34

Recently, I was chatting with a friend about building AI models from scratch and suddenly remembered the Questflow project. To be honest, this thing is like a product in the Web3 space that benchmarks Coze.

I experienced a version of it half a year ago, and to be frank, it was a bit rough at the time. But this time I looked again, and it’s completely new and improved. Not only is the interface more polished, but it also integrates underlying technologies like X402, which immediately caught my interest.

Compared to Coze, which is just a pure SaaS tool, Questflow’s approach is clearly different. Its core advantage lies in introducing a blockchain layer, allowing it to solve problems that traditional AI application tools can't—such as data ownership, model incentive mechanisms, and decentralized collaboration. In other words, it not only helps you quickly build AI applications but also provides genuine asset rights for creators and users. This integrated approach is truly interesting.

View Original

This page may contain third-party content, which is provided for information purposes only (not representations/warranties) and should not be considered as an endorsement of its views by Gate, nor as financial or professional advice. See Disclaimer for details.

13 Likes

Reward
13
5
Repost
Share

Comment

0/400

ForkItAll

· 19h ago

The version from half a year ago was really disappointing, but now there's actually some progress... I didn't expect the integration of X402 this time. Forget it, we still need to see if the ownership of data can really be implemented; there's too much talk about Web3, but not enough substance. Coze is just a worker, and Questflow wants creators to benefit, but the ideal is very lofty. Honestly, it all depends on whether the incentive mechanism has real money behind it; otherwise, it's just a shell. A fresh new look? Maybe my definition of refinement is different from yours.

View OriginalReply0

BearEatsAll

· 19h ago

I used that version half a year ago, and it was really terrible haha. I'm a bit surprised by the recent improvements. Questflow integrating blockchain is still somewhat innovative; Coze will never be able to handle data ownership. However, I can't quite understand the X402 technology—how can we verify that it's really that powerful? Ultimately, the success of Web3 tools depends on the user base. Having just the concept without users is pointless. I'm optimistic about this decentralized incentive mechanism; it's definitely better than being exploited by platforms.

View OriginalReply0

MultiSigFailMaster

· 19h ago

Six months ago, that version was really disappointing. Has it improved so much now? I'm a bit interested in giving it a try. This idea is really different—combining blockchain + AI is definitely more innovative than pure SaaS. The concept of data ownership sounds good, but has it actually been implemented? Or is it just another PPT promise? Coze is too centralized. I like the direction of Questflow. Damn, adding X402 just changes everything? I definitely want to try it out. But on the other hand, decentralized collaboration sounds high-end, but in practice, could it actually become more complicated to use? I'm a bit curious about what real benefits creators can get from this—hope it's not just empty promises.

View OriginalReply0

SingleForYears

· 19h ago

I tried half a year ago, and there has been quite a bit of progress. But the X402 integration still depends on how they push forward in the future. The combination of blockchain and AI is interesting, but I’m not sure if it can really be implemented. Pure SaaS like Coze feels already at the ceiling, but the Questflow approach definitely has a different flavor. Hey, can data ownership really be guaranteed? I’m a bit worried. I also saw the interface optimization this time; it’s much more user-friendly than last time, but I still want to wait and see.

View OriginalReply0

UncleLiquidation

· 20h ago

NGL Questflow this time really has something; the data ownership aspect has hit Coze's Achilles' heel. I tried the previous version half a year ago. To put it nicely, it had potential; to be blunt, it was a mess. Now it's much better. Decentralized collaboration + incentive mechanisms—this is what Web3 should be doing, not just issuing tokens to harvest profits. It seems they've finally found a differentiated approach.

View OriginalReply0