BrandGEO \#Reviews — Blog — BrandGEO A Markdown version of this page is available at https://brandgeo.co/blog/tag/reviews.md, optimized for AI and LLM tools. \#Reviews =========== 2 articles tagged with #Reviews [ ![BrandGEO](/brandgeo-transparent-on-black-926x268.png) ](https://brandgeo.co/blog/geo-for-ecommerce-dtc-reviews-schema-vs-paid-pr) [SEO](https://brandgeo.co/blog/category/seo) [Industry Insights](https://brandgeo.co/blog/category/industry-insights) Apr 10, 2026 [GEO for E-commerce and DTC: Why Reviews + Schema Outperform Paid PR](https://brandgeo.co/blog/geo-for-ecommerce-dtc-reviews-schema-vs-paid-pr) ------------------------------------------------------------------------------------------------------------------------------------------------- Retail discovery is shifting, and the signals that matter for an e-commerce brand to appear correctly in a language model's answer are not the same signals that moved the needle in paid acquisition. Structured review data, clean product schema, and consistent attribute coverage across listing sites tend to outperform headline-grabbing press pushes in driving AI visibility for DTC brands. This piece unpacks why the economics of the channel invert the old playbook, what DTC and e-commerce operators should actually invest in, and what to stop funding that does not carry over. [\#Schema Markup](https://brandgeo.co/blog/tag/schema-markup) [\#Reviews](https://brandgeo.co/blog/tag/reviews) [\#E-commerce](https://brandgeo.co/blog/tag/ecommerce) [ ![BrandGEO](/brandgeo-transparent-on-black-926x268.png) ](https://brandgeo.co/blog/g2-capterra-trustpilot-review-platforms-ai-visibility) [SEO](https://brandgeo.co/blog/category/seo) [Tutorials](https://brandgeo.co/blog/category/tutorials) Mar 23, 2026 [G2, Capterra, Trustpilot: Which Review Platform Actually Affects Your AI Visibility?](https://brandgeo.co/blog/g2-capterra-trustpilot-review-platforms-ai-visibility) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Most B2B SaaS brands try to maintain presence on G2, Capterra, Trustpilot, and a scatter of smaller review sites simultaneously. That is a mistake. For AI visibility purposes, one of those platforms almost always dominates the others in your category — and the effort spent thinly across all of them produces weaker results than the same effort concentrated on the right one. This post is the framework for picking the primary platform, setting up the review-acquisition flow, and deciding what to do about the others. [\#For Founders](https://brandgeo.co/blog/tag/for-founders) [\#Citations](https://brandgeo.co/blog/tag/citations) [\#Reviews](https://brandgeo.co/blog/tag/reviews)