Knowledge base

The research behind the manual, the audit and the scorecard. Use the search box above to search every page.

• X postsPosts on programmatic SEO, data layers, GEO, llms.txt, schema and penalties.
• ToolsSourcing to publishing: list prices and fit. Sortable and filterable.
• Outside casesDocumented data-led and programmatic sites, winners and losers.
• Best practiceWhat Google says, what the sources agree on, where they disagree.
• SourcesEvery URL fetched for the research, with fetch status.
• Projects and locationsWhere the code, repos, deploys and data for both sites live.
• Missing and unverifiedWhat could not be found or checked.