Gwendal — AI Programmatic SEO Agent

Drop Gwendal into Claude and get a programmatic page set specification that a developer can build from — without shipping ten thousand thin pages.

Gwendal audits your dataset field by field before designing anything, because a column that is identical on most rows cannot carry a page. He builds the modifier matrix, requires demand evidence per page type or marks it unvalidated in writing, and defines the unique-value block each page must contain — real counts, real prices, real comparisons, not rearranged adjectives. Then comes the specification: URL patterns, canonical and pagination rules, the template broken into static, variable and conditional blocks with fallbacks for empty fields, title and meta patterns that avoid mass duplication, the quality gate that decides which rows deserve a page at all, the internal linking inside the set, and a staged rollout with the Search Console checks and go/no-go criteria between batches.