--- title: "US E-Commerce Field Notes: Discovering and Optimizing High-Value Pages" description: "A real-world case study: using GA traffic analysis and Clarity behavior tracking to identify high-traffic pages with high bounce rates, then applying CTA optimization to lift conversions." canonical_url: "https://blog.markkulab.net/en/post/discover-and-optimize-high-value-pages" author: "Mark Ku" author_url: "https://blog.markkulab.net/en/author/mark-ku" site: "Mark Ku's Tech Notes" date_published: "2023-10-14 01:01:35 +0300" category: "E-Commerce" tags: ["ecommerce", "ga4", "conversion rate", "cta", "clarity", "ux", "seo", "analytics"] language: "en" license: "CC BY 4.0" license_url: "https://creativecommons.org/licenses/by/4.0/" attribution: "when reusing or quoting, credit the author and link back to the original" --- # US E-Commerce Field Notes: Discovering and Optimizing High-Value Pages ## How It Started For more than six months, GA reports showed one particular page receiving hundreds of thousands of sessions per month, yet the exit rate was sitting at nearly 90%. That combination was puzzling. ![Simulated data](https://blog.markkulab.net/content/markku/posts/discover-and-optimize-high-value-pages/images/1.png) ## Identifying the Traffic Source My initial hypothesis was that an ad campaign was driving the traffic. After digging in and talking to the relevant stakeholders, however, we discovered the actual source: a QR code printed on the product packaging. Since the company sells not only through its own B2C e-commerce site but also on Amazon, Walmart, and in brick-and-mortar stores like Best Buy, the volume of physical product in the market kept traffic consistently high. ![iBUYPOWER Y40 IBP computer box with red promo and anime character](https://blog.markkulab.net/content/markku/posts/discover-and-optimize-high-value-pages/images/2.png) ## The Value of That Traffic At an average CPC of $0.60, 80,000 sessions per month represents roughly $48,000 worth of traffic. ## Analyzing the Page with Clarity ### Four Goals Creating User Confusion Users who scanned the QR code likely expected something specific. Instead, they arrived at a page presenting four distinct objectives, which created confusion about what to do next. That split focus was almost certainly the primary driver of the high exit rate. ![iBUYPOWER website with four competing calls to action for gamers](https://blog.markkulab.net/content/markku/posts/discover-and-optimize-high-value-pages/images/3.png) ## Scroll Depth Analysis The majority of visitors never scrolled to the bottom of the page, and most showed a reluctance to scroll at all. This meant very few were ever seeing — let alone clicking — the Discord join CTA. ![Microsoft Clarity heatmap showing 26% users reached Discord CTA](https://blog.markkulab.net/content/markku/posts/discover-and-optimize-high-value-pages/images/4.png) ## Click Event Analysis Most users clicked only the "Get one month of Game Pass" offer. ![Microsoft Clarity heatmap showing high clicks on Game Pass offer](https://blog.markkulab.net/content/markku/posts/discover-and-optimize-high-value-pages/images/5.png) ## Results After Design Team Optimization After the design team reworked the page — consolidating verbose text and giving each CTA more visual prominence — conversions improved noticeably across all goals. ### Desktop ![Heatmap of iBUYPOWER Chimera Core webpage showing user clicks](https://blog.markkulab.net/content/markku/posts/discover-and-optimize-high-value-pages/images/6.png) ### Mobile ![Heatmap of user clicks on iBUYPOWER Chimera Core webpage](https://blog.markkulab.net/content/markku/posts/discover-and-optimize-high-value-pages/images/7.png) ## Conclusion Through this experience, I refined my definition of a high-value page. These pages share three characteristics: 1. They already attract high organic or direct traffic. 2. They have the potential to drive significant revenue. 3. They can generate high-value conversions — new members, orders, community joins, reviews, engagement. Data analysis revealed that too many competing goals was actively undermining the page's ability to convert visitors into any one of those outcomes. Based on these findings, I shared the insights with the design team as input for the redesign. To fully realize the value of pages like this, I recommend focusing the content tightly on one primary objective. Guiding visitors to become members or Discord community followers creates an opportunity to build long-term repeat purchase behavior, turning passive visitors into active participants — and supporting sustainable company growth over time. --- ## About this article and its author Originally published on [Mark Ku's Tech Notes](https://blog.markkulab.net/en/post/discover-and-optimize-high-value-pages) License: [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) — when reusing or quoting, credit the author and link back to the original ### About the author **[Mark Ku](https://blog.markkulab.net/en/author/mark-ku)** — Software Solution Provider - 10+ years senior software engineer, now an AI Builder - Focused on large-platform architecture — North-American e-commerce, AI SaaS subscription billing - Combining AI Agents and automation to build evolvable product foundations ### Free tools built by the author All of these are free to use: - [Free PDF Sign Tool](https://blog.markkulab.net/en/tools/pdf-sign): Online PDF sign tool — draw, type, or upload a signature, then drag, resize, and download. 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No sign-up, nothing uploaded to a server, and mermaid.live share links work as-is. - [React Intl Phone Number](https://blog.markkulab.net/en/tools/react-intl-phone-number): react-intl-phone-number is an open-source React component: framework-agnostic and antd-free, with E.164 in/out, a searchable flag / country-code dropdown, configurable validation levels (strict / mobile-strict / loose), themeable CSS, and i18n — phone logic powered by google-libphonenumber. Lightweight and fully typed. Free and open source (MIT). - [Uptime Kuma Cluster](https://blog.markkulab.net/en/tools/uptime-kuma-cluster): Turn single-node Uptime Kuma into a highly available cluster: OpenResty + Lua smart load balancing, shared MariaDB state, health checks and automatic failover, plus cluster-management REST APIs. One Docker Compose command to start. 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