Causal Inference for SEO: Difference-in-Differences for Backlinks
TL;DR — Backlinks are a staggered treatment: links land on different pages at different times. That single fact breaks the...
Link Building JournalLink Building JournalTL;DR — Backlinks are a staggered treatment: links land on different pages at different times. That single fact breaks the...
TL;DR. Media-mix modelling (MMM) is the one measurement method that can finally put earned links and digital PR on the...
TL;DR. A geo holdout experiment splits your regions into treatment and control, runs the campaign in the treatment regions only,...
TL;DR Correlation is not proof. Rankings that rise after links land might have risen anyway. Incrementality testing is the discipline...
TL;DR Francophone Africa is treated, in most English-language SEO literature, as a subset of “Africa.” That framing is a strategic...
TL;DR Greece and the Balkans are one of the last genuinely uncontested regions in link building. Internet use is high,...
TL;DR — Poland is the biggest link-building opportunity in Europe that almost nobody is working properly. Google owns roughly 95%...
TL;DR — Israel is not one link-building market; it is two. A Hebrew-language domestic SERP where Google holds 98.35% of...
TL;DR Turkey is the opposite of China and Russia. Here the local engine lost: Yandex has collapsed from roughly 43%...
TL;DR Russia is the rare market where a local engine beat Google on a level playing field — Yandex now...