for anyone including ai visibility in seo reports, how do you handle a higher score when fewer questions returned answers? an invented example: a brand appears in 20 of 100 answers one week. the next week it appears in 20 of 80 completed answers because 20 other questions failed. the reported percentage rises from 20% to 25%, even though the number of mentions is unchanged would you compare only the questions that returned answers in both weeks? and how would you explain the missing questions to a client, especially if the failed ones came from one topic? i'm also interested in what you count as visibility. a visible brand mention, a source link and a recommendation can describe different things. which of those do you report separately, and what evidence do you keep behind the number? submitted by /u/abhijeetgupta [link] [comments] from The SEO Authority https://ift.tt/hz8IJxX
I run a mortgage recruiting and advisory business serving two audiences: lenders hiring loan officers and branch managers, and mortgage professionals considering a career move. We also offer mortgage sales coaching and an affinity continuing-education catalog. Our site has separate employer service pages, candidate career pages, and practical recruiting guides. For a phrase like 'mortgage recruiters,' either audience could be searching. For 'loan officer recruiting,' a service page and a how-to guide can both be relevant. For those who have worked on recruitment sites, what evidence do you use to decide whether overlapping rankings are healthy mixed intent or a real consolidation problem? Would you keep an employer service page and a candidate page separate, with clear audience language and contextual links, or use a shared recruiting hub? Also, what original proof has helped your service pages compete: a documented search process, anonymized case studies with outcom...