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Until now, SKU level AI visibility and optimization was only available to brands running on Shopify. That changes today. Centra brands can now connect their catalogue to Glara and get the same product level tracking, automatic fixes, and revenue attribution that Shopify brands already rely on.

AI search reads your product feed, your site content, and your brand signals all at once. If they don't tell the same story, your products disappear from the results that matter. This post, originally published by Benoit Legendre at NOVOS, breaks down why the channel silo is dead and what to do about it.

Most ecommerce brands now accept that AI search is driving some of their revenue. The harder question is how much, and almost every standard analytics setup is structurally unable to answer it accurately. This piece covers why, how post-purchase surveys close the gap, and how Glara's Klaviyo integration makes it straightforward to build a more accurate picture of what AI search is actually contributing to your revenue.

Knowing your products are missing from AI recommendations is only useful if something happens next. Most AI visibility tools stop at the insight. Glara is built to close the gap automatically, and that difference is the core of what makes it useful for ecommerce teams who do not have a spare sprint every week to action a spreadsheet.

When someone asks ChatGPT or Google's AI to recommend a product, it does not browse your website the way a shopper would. It reads a version of your products that Shopify has written for it, and you have never seen that version. Most brands have not looked at it at all.

Paid editorial in trusted publications is one of the more debated levers in AI search visibility right now. It can work. The question worth asking is whether it should be a strategy or just a short-term move.

Glara MCP connects your AI visibility data directly to the AI tools you are already working in. Ask Claude what happened to your brand visibility last week, which competitors are gaining ground, or which prompts you are losing, and get the answer without leaving your assistant.

Most competitor benchmarking tools were built for Google, not for ChatGPT, Perplexity, or Gemini. This guide covers which metrics actually matter for AI search competitor tracking in 2026 and which platforms give you the visibility you need to close the gap.