
Comments and UGC: How Your Comment Section Affects AI Citation Authority
Comment sections and user-generated content can boost or destroy AI citations. Here is how to manage UGC for AI search…

Comment sections and user-generated content can boost or destroy AI citations. Here is how to manage UGC for AI search…

In our client work, founder-authored content gets cited at 3 to 5x the rate of corporate content in AI search.…

AI search engines now ingest YouTube transcripts and on-page captions as first-class content. Here is the playbook for making your…

FAQPage and HowTo schemas drive different citation behaviours. Here is the data and the decision framework for which to use…

Infinite scroll feels modern but suppresses AI crawl coverage. Pagination is back, with the right implementation. Here is the framework.

Cookie banners often block AI crawlers from rendering your content and tank your CLS score. Here is how to keep…

In our citation tracking, original research and data journalism get cited up to 10x more often than opinion content. Here…

Click here, learn more, this guide. Generic internal anchors waste retrieval signal. Here is the descriptive anchor playbook for AI…

Slow pages get cited less. Here is the actual correlation data between Core Web Vitals and AI citation rates, plus…

Table of contents blocks are not just UX. They give AI crawlers a dense summary chunk, section-level anchor targets, and…