Visibility measurement
How we measure organic discovery, maintain crawlable public research, and review the signals that help people—and AI-enabled search experiences—find reliable educational content.
01
Verify the commodityratio.com domain, submit the live sitemap, and review URL indexing and Performance reports. Monitor article impressions, clicks, and query themes; annotate major editorial changes so trends can be interpreted accurately.
Open Google Search Console02
Verify the domain and submit the same sitemap. Review the AI Performance report when available to understand AI-answer citations, cited pages, and prompting themes associated with the site.
Open Bing Webmaster Tools03
Review the most-visible pages for source quality, clear publication and review dates, accurate snippets, useful internal links, and a visible answer to the reader’s question. Update the sitemap only when a page is materially changed.
View live sitemapThere is no special file or markup that guarantees appearance in an AI answer. We focus on crawlable public pages, useful original research, clear source attribution, and honest date signals.