OpenSEO

I've been on the content side for a while — writing-focused, not SEO-first — and the pricing of every serious SEO tool has always assumed you're an agency running five client accounts. You just need to know which topic gaps actually exist before you spend three weeks writing something nobody will find.The open-source angle here matters more than the price tag, though. Most content people I know aren't going to self-host anything, but knowing the data layer is DataForSEO and auditable changes how much you trust the keyword numbers. Black-box confidence scores are the part that always made me discount the recommendations anyway.Congrats on shipping this — curious how the content-brief workflow compares to using the backlink data directly for topic research rather than competitive analysis.

This fills an immediate need and fits right into my agent workflow. Trying it out right now.

The $10/mo + MCP + GSC loop is a genuinely appealing combo for solo founders who can't justify a $100 Ahrefs seat. Curious about the cold-start case though: for a brand-new domain with basically no rankings or backlinks yet, does the agent still give useful direction, or does it need some baseline history to work from first?

The data grounding solves half the problem. The other half is what the agent does with it: give an agent keyword targets and it will happily over optimize, stuffing the exact phrases until the content reads generic and obviously machine written. Real data plus a light touch on the writing is where this gets genuinely useful. How opinionated is it about the output, or does it leave the writing style to you?

Thanks for the straight answers on DataForSEO all through this thread. One follow-up now that GSC is in the loop: does the agent get ranking history as its own MCP tool, or does it come back bundled with the keyword call? We found agents behave very differently when the "what happened after we shipped" data is a separate tool they have to decide to call, instead of something that arrives for free with the research.

Congrats — #1 on a Sunday is no accident. The self-host option is the part I find most interesting: if I run it on my own Cloudflare/Docker, what happens to the data layer? Do I bring my own DataForSEO key and pay them directly, or does usage still route through your account? Asking because that's usually where 'open source' SEO tools quietly stop being self-sufficient — the index is the moat, not the code.

This looks and work really well, just 10 minutes in using it and I can see the ease-of-use and clarity! Adding my 2nd project and will add more. Tip: when adding 1st project it didn't pick the name of the "google search console", just default, so it was a bit tricky to figure out that "a project" was the way to add another. Great work otherwise!

This is gunna be huge. Well done

Open-source SEO is overdue, and the MCP angle is smart — letting an agent actually pull the data instead of guessing is the whole point. The hard part of any Ahrefs alt has always been the backlink index; that's the real moat, not the UI. Where does your link/keyword data come from, and how fresh is it? Following.

the self-host on Docker/Cloudflare option is what caught my eye - when you self-host, do you bring your own DataForSEO key and eat that cost directly, or is the metered usage still billed through your $10/month even for the self-hosted version?

This is a great price for independent developers. Adopting the MCP method to integrate into my Agent is much smarter than adding another platform.

honestly the price point is what caught my eye first, like $10 is kind of a no-brainer compared to what i was paying before. the MCP connection actually works smoothly with my setup which surprised me.

would be awesome if you could add a content brief generator that pulls keyword and competitor data straight from the dashboard into a doc template, basically saving the back and forth between the tool and writing apps

One thing that would make this way more useful for me is letting the MCP agent pull historical ranking data so I can see if keyword positions are actually moving over time, not just a snapshot of what the competitor looks like today.

honestly the MCP integration is a really smart move, makes it feel like the tool actually fits into how people already work with their agents instead of being yet another standalone dashboard