Tag
Guides, research and news tagged measurement.
6 items
news
Bing's Citation Share is an official observation of citation space for a grounding query, not a ranking, traffic, or competitor score. Use it to prioritize review work without over-reading the metric.
news
Google has added a multimodal search-type filter to Search Console. It separates image-led Search demand from text-query reporting; it does not create a new AEO ranking lever.
news
Google's Preferred Sources button can help an existing reader choose a publication in Search. That is audience participation, not a general AEO ranking control.
news
OpenAI's Sponsored Agents turn an ad click into a branded conversation. They are not an organic citation, and teams that merge paid and AEO reporting will misread both channels.
research
A replicable study design for measuring citation rate with defensible error bars. Published as a protocol so results can be compared rather than asserted.
guides
Six metrics carry almost all the signal in AEO reporting. Most dashboards show twenty, and the extra fourteen mostly obscure the picture.