The methodology behind the scores, the vocabulary the category runs on, the case studies that show the gap closing, and a weekly read on how the models keep moving. No gate, no form.
How the scores are built: Wilson confidence intervals, source attribution, the audit scoring blends, and where the service controls sit. The math is open, on purpose, because a board deck needs a defensible number behind it.
Read the methodologyAI search has its own language, and most of it is less than two years old. Every term we use across this site and the product, defined plainly, grouped from the core idea out to AuthorityOn's own vocabulary.
Open the glossaryTwo anonymised case studies in full: a global standards body that won 98% of head-to-head comparisons but was recommended 2% of the time, and a SaaS vendor invisible to every AI crawler. What the scan found, what changed, how fast.
See the case studiesAuthorityOn next to the SEO tools you already run, and next to the AI-visibility trackers. Where the model layer is a genuinely different job, and where it is not.
Compare the toolsModel launches, retrain events, citation-pattern changes, the moves that shift what AI says about brands, summarised as they happen. Weekly, independent, free to read. Launching with the site.
Preview PulseYour first audit lands the moment you sign in: the Signal Five scored, every model separately, and a prioritised action plan. From €49/mo, cancel any month.