Programmatic SEO builds many pages from one template and a dataset, each aimed at a variation of the same search pattern: a service in each city, an integration with each app, a template for each use case, a definition for each term. It works when every page answers its own query with information the other pages do not have. It fails, sometimes with a site-wide penalty, when pages are the same text with a word swapped. This skill decides whether a pattern is worth building, designs a template that produces genuinely different pages, and rolls them out safely. Maggie can then add supporting articles to the CMO.so blog plan.
When to use
- A business has a natural list of entities searchers combine with a modifier (locations, integrations, use cases, industries, templates, glossary terms, comparisons).
- A competitor ranks with a large set of templated pages.
- An existing programmatic section is not indexed or is losing traffic.
- Not for: a handful of pages (brief them one by one with
cmo-content-brief), the content rules of comparison pages (usecmo-competitor-pages), or a single business's map and location presence (usecmo-local-seo).

