A clear purpose
One paragraph in plain English: who you are, who you serve, what kind of information lives here. Models read this first.
llms.txt tracker
llms.txt Recommendation
People are already asking AI assistants for help with benefits, taxes, voting, and licenses.
An llms.txt is a short, plain-language file that tells those models what your site is,
which pages are authoritative, and how to be careful with time-sensitive information.
Meet residents where they are.
One paragraph in plain English: who you are, who you serve, what kind of information lives here. Models read this first.
Point AI to your canonical pages and section sitemaps so it cites the real source, not a stale scrape or someone’s third-party mirror.
Tell models what to do with emergency alerts, eligibility rules, and legal notices. Maryland’s file is a good template: it explicitly excludes time-sensitive alerts.
An email or form for AI builders to flag issues, request fixes, or coordinate. A two-line contact section turns black-box scraping into a feedback loop.