Scrunch and Ahrefs Brand Radar both track brand visibility in AI answers, but they solve different problems. Scrunch is purpose-built for AEO: it monitors AI citations, audits AI crawlability, and actively optimizes how AI bots experience your site. Ahrefs Brand Radar is an add-on to the broader Ahrefs SEO platform, built for teams that want AI visibility alongside traditional search data, backlinks, and web mentions in one place.
The seams are where the system lives
Partitioning a system into clean modules doesn’t remove complexity — it relocates it to the seams. Cities learned this by zoning. Software is relearning it one microservice at a time. Press enter or click to view image in full size Cape Coral from above: a grid of parcels with the connective tissue of a city … Weiterlesen