Tools
Tools that run on this site
Each one does one job and says on its page what it can't tell you. The command-line tools we publish are on open source.
Instant audit
Fetches one URL from our server, reads the raw HTML and robots.txt, and lists what stops answer-engine crawlers from reading it.
hreflang codes
Builds an hreflang value from the ISO language and region lists, and finds the values that break Google's documented format. Runs in your browser.
Citation sample size
Shows the confidence interval around a citation share, and how many runs a question panel needs before a change stands out from noise. Runs in your browser.