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AI Search

Getting Found in the Answer Era

AI engines now sit between brands and a growing share of their buyers. ChatGPT, Perplexity, Gemini and Google AI Overviews compose answers, name brands and cite sources, and either you are in the answer or you are not. We write about how AI search actually works, what earns citations, how to measure AI visibility, and the structured data and content decisions that get ecommerce brands recommended.

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AI Search

AEO vs SEO for ecommerce - Flux Insights pattern hero

AEO vs SEO for Ecommerce: What Actually Changes

AEO and SEO are not rivals. What answer engine optimisation actually changes for ecommerce, what stays the same, and how to run both from one content operation.
AI Search
July 19, 2026
7
min read
AI search for ecommerce - Flux Insights pattern hero

AI Search for Ecommerce: How Customers Actually Find Products Now

How AI search is changing product discovery. What ChatGPT, Perplexity, Gemini and AI Overviews read, how they pick brands, and how to earn a place in the answer.
AI Search
July 19, 2026
7
min read
Best AEO agencies for ecommerce - Flux Insights pattern hero

The Best AEO Agencies for Ecommerce in 2026

The best AEO agencies for ecommerce in 2026, ranked with declared bias and honest trade-offs. Who fits Shopify brands, what it costs, and how to evaluate anyone.
AI Search
July 19, 2026
7
min read
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AI Search
  • AI Search for EcommerceGet found across search and AI.
  • AI Search for B2BGet found in AI-led research.
  • AEO & SEOGrow organic visibility.
  • AI Content ArchitectureStructure content for humans and AI.
  • AI Visibility AssessmentMeasure visibility and identify priorities.
COMMERCE ENGINEERING
  • Shopify Plus DevelopmentBuild scalable Shopify experiences.
  • Headless EngineeringBuild flexible composable storefronts.
  • Systems & IntegrationsConnect your commerce technology.
  • Shopify Plus MigrationsMove to Shopify with less risk.
  • Shopify Plus B2BBuild better wholesale experiences.
Agentic Design
  • Agentic CommerceBuild for people and AI agents.
  • Storefront UI / UXImprove user experience and conversion.
  • Agent-Ready Product DataMake products readable by AI.
  • Product DiscoveryHelp people and agents find products.
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For ecommerce brandsAgentic Commerce AssessmentIdentify where you can improve across AI discovery, product data and AI-led buying.
Get your assessment →
For Ecommerce BrandsFor retailers and brands improving discovery, storefronts and Shopify performance.
  • AI Search VisibilityBe found across search and AI.
  • Shopify Plus RebuildsReplace an outgrown storefront.
  • Shopify Plus MigrationsMove without losing data or rankings.
  • Storefront OptimisationImprove conversion and performance.
For Ecommerce TechnologyFor platforms and apps improving discovery, integration and adoption.
  • Retailer DiscoveryGet shortlisted by retailers.
  • Headless App IntegrationsExtend into Shopify, Hydrogen and Sanity.
  • Integration EnablementMake integration easier at scale.
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For ecommerce brandsAgentic Commerce AssessmentIdentify where you can improve across AI discovery, product data and AI-led buying.
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For platforms and appsCommerce Technology AssessmentSee how retailers discover and evaluate you against competitors, and what stands in the way of adoption.
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  • InsightsIdeas on AI search, Shopify and ecommerce.
  • GuidesPractical resources and playbooks.
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  • AI Search
  • Agentic Commerce
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  • AI Search Readiness
  • Shopify Plus Guide
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Featured Resource
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Tagalys × Flux × 2XUStrategy, storefront engineering and product discovery for a global ecommerce brand.View case study →