Microsoft Clarity: AI Insights vs SEO On: AEO optimizer LLMs.txtfor Shopify (2026)

In 2026, Shopify merchants choosing between Microsoft Clarity: AI Insights and SEO On: AEO optimizer LLMs.txt face vastly different user experiences based on available data. Microsoft Clarity aims to provide AI-driven insights into customer behavior through session recordings, heatmaps, and funnel analysis, targeting merchants seeking to improve conversion rates by understanding user interaction. However, with a rating of 0/5 from only 19 reviews, potential users should approach it with caution, as the small sample size and poor rating may indicate significant issues or lack of adoption. The promise of features like ads campaign performance analysis and seamless integration is undermined by the negative reception. Conversely, SEO On: AEO optimizer LLMs.txt boasts a perfect 5/5 rating based on a significantly larger pool of 171 reviews. While details on its specific feature set beyond "site optimization" are limited in the provided data, the overwhelmingly positive feedback suggests a robust and effective solution for its intended purpose. Given the high rating and higher number of reviews, it is likely a more stable and well-received product within its niche of site optimization.

In 2026, Shopify merchants choosing between Microsoft Clarity: AI Insights and SEO On: AEO optimizer LLMs.txt face vastly different user experiences based on available data. Microsoft Clarity aims to provide AI-driven insights into customer behavior through session recordings, heatmaps, and funnel analysis, targeting merchants seeking to improve conversion rates by understanding user interaction. However, with a rating of 0/5 from only 19 reviews, potential users should approach it with caution, as the small sample size and poor rating may indicate significant issues or lack of adoption. The promise of features like ads campaign performance analysis and seamless integration is undermined by the negative reception. Conversely, SEO On: AEO optimizer LLMs.txt boasts a perfect 5/5 rating based on a significantly larger pool of 171 reviews. While details on its specific feature set beyond "site optimization" are limited in the provided data, the overwhelmingly positive feedback suggests a robust and effective solution for its intended purpose. Given the high rating and higher number of reviews, it is likely a more stable and well-received product within its niche of site optimization.