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Does A/B Testing or Personalization Hurt Your SEO? How They Affect Your Rankings

Diagram: the visitor sees a personalized page while Googlebot, crawling without cookies, sees the default version with the same core content

Plenty of marketing teams hold back from A/B testing or personalizing their site because they’re afraid it will confuse Google and sink their rankings. The reassuring news: done correctly, neither one hurts your SEO — Google explicitly supports A/B testing — and the better experience can even help indirectly. Done carelessly, with cloaking, the wrong […]

Product Recommendation Examples: 14 Personalized Ways to Sell More

Homepage personalized for two shoppers: a coffee lover and an audio shopper see different heroes and recommendation rows

Most product discovery no longer happens through your menu or your search bar. It happens in the strip of suggestions that says “you may also like,” “frequently bought together,” or “recommended for you.” Those blocks quietly do a huge share of the selling — if they show the right thing to the right person. Related: […]