GoSEO: Products SEO Optimizer vs SEO On: AEO optimizer LLMs.txtfor Shopify (2026)

GoSEO: Products SEO Optimizer and SEO On: AEO optimizer LLMs.txt are both Shopify apps designed to improve a store's search engine optimization. GoSEO focuses on providing a beginner-friendly experience with features like an SEO score, JSON-LD implementation, image optimization via ALT tags, and automated tag/keyphrase generation, likely targeting merchants with limited SEO knowledge. SEO On, on the other hand, judging by its name and lack of detailed description, emphasizes AEO (App Engine Optimization) and likely leverages Large Language Models (LLMs) and structured `.txt` file management for advanced SEO tactics. While SEO On boasts a perfect 5-star rating with significantly more reviews, its cryptic description makes it less transparent for potential users. The crucial distinction between the two apps lies in their target audience and approach. GoSEO aims to demystify SEO for beginners, offering easily digestible metrics and automated recommendations. SEO On, with its reference to AEO, LLMs, and `.txt` files, suggests a more technically focused solution, probably attracting experienced merchants who are comfortable with handling complex SEO configurations and potentially using LLMs to generate SEO-optimized content or analyze existing data. GoSEO appears to cover a broader spectrum of SEO, from product page optimization to image SEO, while SEO On's specific focus remains unclear without further information. The descriptions provided suggest distinct value propositions: GoSEO offers easy-to-understand SEO improvement tools tailored for beginners. SEO On is aimed at technically skilled users focusing on App Engine Optimization techniques. As a result, less experienced merchants may be overwhelmed by SEO On.

GoSEO: Products SEO Optimizer and SEO On: AEO optimizer LLMs.txt are both Shopify apps designed to improve a store's search engine optimization. GoSEO focuses on providing a beginner-friendly experience with features like an SEO score, JSON-LD implementation, image optimization via ALT tags, and automated tag/keyphrase generation, likely targeting merchants with limited SEO knowledge. SEO On, on the other hand, judging by its name and lack of detailed description, emphasizes AEO (App Engine Optimization) and likely leverages Large Language Models (LLMs) and structured `.txt` file management for advanced SEO tactics. While SEO On boasts a perfect 5-star rating with significantly more reviews, its cryptic description makes it less transparent for potential users. The crucial distinction between the two apps lies in their target audience and approach. GoSEO aims to demystify SEO for beginners, offering easily digestible metrics and automated recommendations. SEO On, with its reference to AEO, LLMs, and `.txt` files, suggests a more technically focused solution, probably attracting experienced merchants who are comfortable with handling complex SEO configurations and potentially using LLMs to generate SEO-optimized content or analyze existing data. GoSEO appears to cover a broader spectrum of SEO, from product page optimization to image SEO, while SEO On's specific focus remains unclear without further information. The descriptions provided suggest distinct value propositions: GoSEO offers easy-to-understand SEO improvement tools tailored for beginners. SEO On is aimed at technically skilled users focusing on App Engine Optimization techniques. As a result, less experienced merchants may be overwhelmed by SEO On.