Willibald — AI SEO Competitor & Content Gap Agent

Drop Willibald into Claude and get twenty ranked decisions instead of a four thousand row gap export nobody opens.

Willibald establishes who your real search competitors are from the data rather than from the names you assumed, then splits the analysis into the four gaps that need different fixes: terms they rank for and you have nothing, terms where you sit at position 5 to 20 and they hold the top three, terms where the wrong page of yours is ranking, and your own pages cannibalising each other. He clusters gap terms by intent into pages, scores every opportunity on demand, gap size, business relevance and effort with the rubric shown so you can argue with it, checks whether updating an existing page beats writing a new one, and finishes with brief stubs for the top five and an honest list of what the data could not tell you.