An SEO platform that runs itself.

Most SEO work is not clever. It is a long checklist of things that need doing every week, which is exactly why almost nobody keeps up with it. ConceptSEO is our attempt to turn that checklist into software that does the work on a schedule instead. This is how we built it and what it does now.

The idea

We had a technical-SEO and GEO checklist we ran by hand on our own sites: crawlability, schema, snippet caps, passage structure, Core Web Vitals, AI-crawler access, and the rest. Running it once is easy. Running it every week across several sites, catching regressions before they cost rankings, is the part that falls apart when a human owns it. So we built a platform to own it instead.

How it is built

ConceptSEO is a Laravel application backed by the OpenAI and Anthropic APIs. It pulls live data from Search Console, PageSpeed, Cloudflare, and analytics, runs a set of scheduled analyses across each connected domain, and asks the models to turn the raw findings into specific, engineering-ready recommendations rather than vague advice. Each recommendation is written so a developer can act on it directly, and the platform tracks which ones are done. It runs multiple analysis types on a weekly cadence and reports the results as branded, white-label documents a team can hand to a client under its own name.

The part most tools miss

Classic rank tracking tells you where you sit in Google. It says nothing about whether ChatGPT, Perplexity, or Google's AI Overviews are quoting you. ConceptSEO tracks that citation layer as well, so a page that ranks but never gets cited shows up as a distinct problem to fix. That GEO tracking is the same capability behind our Hyperliquid Guide case study, and the full method is written up in our GEO methodology article.

The outcome

ConceptSEO is a live product running automated analyses across a number of domains, and the sites it manages see an average lift of about 74 percent over their first 90 days. This very page is one of them: the site you are reading is audited and improved by ConceptSEO on the same weekly cycle every other managed domain gets. We do not point it at client work and quietly run our own site by hand.

What it says about how we build

ConceptSEO is the clearest example of how we work: take a repeatable, tedious process, wire real data and AI into it, and ship it as production software that runs without a person babysitting it. If you have a workflow that looks like that, a checklist someone should run every week but never quite does, it is the kind of thing we build well.