How to Track AI Search Performance: The Metrics Behind Client Pipelines

How to Track AI Search Performance: The Metrics Behind Client Pipelines TL;DR A recent Search Engine Journal piece lays out five measures for judging whether AI search reaches buyers and creates qualified opportunities. The measures cover brand presence, answer accuracy, and attribution. The question is whether AI visibility turns into pipeline, not just whether you show up. This roundup rests on a single source, and only its summary was available. Treat it as a pointer to the full article, not a replacement for it. ...

October 9, 2026 · 5 min · 953 words · Viko Editorial

Search Console's Block Flattening for AI Overviews: Why Position Is the Wrong Metric

Search Console’s Block Flattening for AI Overviews: Why Position Is the Wrong Metric TL;DR Search Engine Journal contributor Taylor Dan (@TaylorDanRW) reports that Search Console uses “block flattening” for AI Overviews (AIOs). Block flattening can make weak AI Overview visibility look like a top ranking in your data. The article’s advice is to stop treating reported position as proof of success and to measure visits and conversions instead. If you report on AIO performance using position, this is worth a closer look. ...

October 6, 2026 · 5 min · 949 words · Viko Editorial