Impact is an automatic estimate of how much a story is likely to
affect one website, weighing who published it, whether Google has
confirmed a ranking change, how many outlets ran it, and whether
the wording implies work on your site. It reads headlines, not
your analytics — treat it as triage, not a verdict.
New Data on Review RemovalsReview management tool Reviewflowz and Cartelis published a study of Google review-removal patterns. They tracked nearly 5 million reviews in the US and European countries…
Garrett French, Valerie Cecil and James Wirth of Citation Labs tell Greg Sterling and Mike Blumenthal how a link-building agency rebuilt itself for AI visibility: satellite comparison sites, query…
Garrett French, James Wirth and Valerie Cecil of Citation Labs talk to us about how they measure AI visibility across six layers, build the prompts worth tracking, and replace the stale facts AI…
AI visibility is downstream of real-world influence — reviews, third-party mentions, brand demand and pages that make the decision easy — so the teams that chase today's citation sources will lose…
