SEO with Claude

No bought links. Link networks work until a core update, and then the recovery costs more than the gains ever delivered. We build authority the slow way because the fast way is borrowed.

Claude is strongest at sustained reasoning over long documents, careful tool use, and a low rate of confident errors. For seo that matters because the failure modes of this kind of system tend to cluster exactly there.

The honest trade-off: for very high-volume classification or extraction, a smaller model is cheaper at indistinguishable quality. We say that up front because a stack chosen for fashion rather than fit becomes someone's migration project two years later. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.

You own the code, the models where they are open-weight, and the documentation to run it without us.