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

LinkedIn Ads vs Google Ads vs Meta Ads: Which Platform Actually Wins for B2B in 2026?

LinkedIn Ads vs Google Ads vs Meta Ads: Which Platform Actually Wins for B2B in 2026? TL;DR If you’re running B2B campaigns in 2026, you’re probably asking yourself: should I dump money into LinkedIn’s expensive but laser-focused targeting, Google’s intent-driven search ads, or Meta’s massive reach? Here’s the short answer: it depends on your funnel stage and budget. LinkedIn dominates for account-based marketing with CPLs of $80-150 but unbeatable job title targeting. Google Ads delivers the lowest B2B CPL ($30-80) when search intent is high. Meta offers the cheapest CPM ($5-15) but struggles with B2B precision. The real winners? Companies that use all three strategically with a 60/25/15 budget split (Google/LinkedIn/Meta). ...

February 14, 2026 · 6 min · 1242 words · Viko Editorial