LABS

THE LOG

Notes from the instrument panel

  • AI Product Clustering for Ecommerce Scale | 2026

    AI tools optimize one ASIN at a time. But sellers with 1,000+ SKUs need cluster-level intelligence — shared keyword learnings, campaign synergies, and seasonal patterns across product families.

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  • Ads vs Listings: The Broken AI Feedback Loop

    Your Ads Know What Customers Want — Your Listing Isn’t Listening: The Broken Feedback Loop in Ecommerce AI Amit Sharma Here is a number worth sitting with: the average Amazon seller running Sponsored Products campaigns generates between 200 and 2,000 new search term data points every single week. Every click, every conversion, every keyword that…

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  • The Blind Spot in AI Ecommerce Tools: Why Returns Data Never Reaches Your Listing Optimizer

    38% of Amazon returns cite ‘quality not as expected.’ Your AI listing tool has no idea. Here’s why the listing-returns feedback loop is broken everywhere.

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  • The $50B Keyword Stuffing Machine

    Most AI listing tools waste sellers’ money by stuffing keywords — the same approach from 2016, just automated. Amazon’s COSMO algorithm now evaluates semantic intent, not keyword density. Tools optimizing for keyword coverage actually hurt rankings. Sellers need semantic clarity and intent-based optimization instead.

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  • Unleash Your Conversions: The Power of Headless Ecommerce

    Unleash Your Conversions: The Power of Headless WooCommerce with React.js – And Why a PWA Supercharges It! In today’s fiercely competitive e-commerce landscape, simply having an online store isn’t enough. Customers demand lightning-fast experiences, stunning visuals, and seamless interactions across all devices. If your traditional e-commerce platform is holding you back, it’s time to consider…

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  • Amazon Ads Management Tools Review

    Recently, went to attend the Amazon Adhive event in Delhi, where besides the Amazon DSP & Amazon marketing cloud, I had the chance to connect with Advertising Products specialized to boost your Amazon Advertising.  After having reviewed these apps, I thought I will put in my detailed review about the tools, their usage and my…

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  • CRM: A must have for every Ecommerce Brand

    This is another form of “new and improved.” It communicates that the product is the latest model or the hottest on the market.

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  • Meta: The Gateway to Your Top Funnel – Why Discovery Begins Here for E-commerce

    Customers love simplicity and view it as a form of good customer service. Customers hate complexity, and it deters them from buying.

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  • Cheat Sheet to crack sales on Amazon

    Customers love simplicity and view it as a form of good customer service. Customers hate complexity, and it deters them from buying.

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  • D2C and Marketplaces: A Powerful Partnership for Brand Growth

    This is another form of “new and improved.” It communicates that the product is the latest model or the hottest on the market.

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