Category

AI Discovery

Updates and learnings on how to make your content discoverable by AI - and how Stacklist helps you do that easier and faster.

Measuring AI visibility:crawls, serves, andcitations
July 13, 2026AI Discovery

Measuring AI visibility: crawls, serves, and citations

You can't see who AI recommends instead of you, until you read your own server logs. Here's the crawl-serve-cite framework for measuring AI visibility.

Atomic content: why AI citescollections, not pages
July 13, 2026AI Discovery

Atomic content: why AI cites collections, not pages

AI engines don't cite whole pages, they cite passages. Here's how to restructure your best content into self-contained atomic units that get quoted.

Run your own AI visibilityaudit in an afternoon
July 13, 2026AI Discovery

Run your own AI visibility audit in an afternoon

There's no Search Console for ChatGPT. Here's how to run your own AI visibility audit in an afternoon, using nothing but a spreadsheet and a browser.

Who owns your AI visibility?The rented-space question,answered honestly
July 13, 2026AI Discovery

Who owns your AI visibility? The rented-space question, answered honestly

Building your expertise on someone else's platform feels risky. Here's an honest Portability Checklist for evaluating any platform before you build there.

How AI actually answers"best X in [town]": fan-outqueries, explained
July 13, 2026AI Discovery

How AI actually answers "best X in [town]": fan-out queries, explained

One question to an AI assistant becomes dozens of hidden searches. Here's how query fan-out works, and how hyper-specific content wins those queries.

llms.txt: what the logsactually show
July 13, 2026AI Discovery

llms.txt: what the logs actually show

Everyone's adding an llms.txt file to their site. Ahrefs checked the server logs: 97% get zero requests. Here's who actually reads it, and what to do instead.

Does schema markup help youget cited by AI? What thetests show
July 13, 2026AI Discovery

Does schema markup help you get cited by AI? What the tests show

Does JSON-LD schema help you get cited by AI? A controlled Ahrefs study and a five-system read test say no. Here's what actually earns citations.