See how AI assistants evaluate product pages and what they need to recommend your products from specs to reviews and use cases. AI search engines like ChatGPT, Google AI Mode, and Perplexity are changing how consumers discover and…
Ahrefs published a fascinating study confirming that brand mentions have the highest correlation with getting recommended in AI search. But here’s a question that almost no AI SEOs are asking: “Are all brand mentions treated the same?” The…
In this case study, we’re sharing exactly how we grew Private Label MFG‘s AI search visibility from 1% to being recommended more than 20% of the time for their target prompts in just 6 months. The increased visibility…
AI Overviews are growing rapidly on shopping queries In November 2025, Ahrefs reported that AI Overviews only appeared for 2.1% of transactional queries in Google Search. At the time, eCommerce stores were fairly immune to AI Overviews reducing…
A 12-month GA4 deep-dive across 94 eCommerce stores reveals what nobody’s talking about: LLM traffic outperforms traditional search on conversion rate but the volume gap makes traditional SEO budget reallocation financially reckless.
