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The competitive edge in 2026 will not come from experimenting with AI. It will come from executing it. From a proven 213% ROI with sub six month payback, to faster development with vibe coding, to commerce agents that actively shape discovery, this issue shows how leading teams are turning AI into their competitive advantage.
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What’s New for the Next Competitive Advantage?
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2026 Forrester Total Economic Impact™ Study
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We’re excited to announce that the results from the Total Economic Impact™ study commissioned by Algolia and conducted by Forrester Consulting are in. A composite organization representative of interviewed customers with experience using Algolia achieved an ROI of 213% over three years, with an accelerated payback period of less than six months. Download your complimentary study to see the cost savings and business benefits enabled by Algolia.
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See What Best In Class Commerce Agents Look Like
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Shoppers already use AI to shortlist, compare, and de risk purchases, but most “assistants” fail because they live in a side panel and cannot actually change discovery. This blog shows what best in class commerce agents look like when conversation is built into search. So what users say updates on site and across search results, category pages, and PDPs.
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Vibe Coding Is Accelerating Ecommerce Development
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AI is transforming development from manual instruction to intent-driven creation. With vibe coding, teams describe the experience they want and AI generates the scaffolding, but without a hardened retrieval engine, that speed can turn into instability. This blog shows how to combine AI-generated velocity with enterprise-grade search, guardrails, and real-time relevance so you ship faster while protecting performance, compliance, and conversion.
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Algolia in Action: Build Your Own Agents
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Build AI Shopping Agents in Minutes with Agent Studio
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