Did anyone try the Ahrefs' Agent A + MCP for seo?

I’ve been seeing more people talk about AI-based SEO workflows lately, especially for keyword research and content planning. I tested something similar on a small site and honestly had mixed results.


The speed was impressive. It saved time on research and organizing topics. But some suggestions felt too generic, and a few pages completely missed search intent. I still had to manually check most of the output before using it.


I can see it helping with workflow, but not replacing real SEO work yet, especially in competitive niches.


Curious if anyone here got actual ranking improvements from it, or if it’s mostly just a time-saving tool right now?

AI SEO workflows are useful for speeding things up and handling large scale tasks, but they’re not fully dependable on their own. They can generate keyword ideas and outline content quickly, yet the output often feels generic and sometimes misses the actual search intent, which means you still need to review and refine it manually.
In reality, AI works best as a support system rather than a complete solution. Strong ranking results usually come when you combine AI efficiency with human input adjusting for intent, adding original value, and optimizing the content properly.

AI SEO workflows are great for speeding up research and structuring content, but on their own they rarely drive rankings-manual intent checking and optimization are still essential. Most people seeing real gains use AI as a support tool, then refine with human insights, better topical depth and strong backlinks. So right now, it's more of a productivity boost than a complete SEO solution.

SEO constantly needs human intervention for data analysis and making key decisions. It's difficult to completely automate SEO tasks. Most people just use AI for productivity boost.