What is AI visibility and why does it matter for e-commerce?

AI visibility refers to how easily AI assistants like ChatGPT, Perplexity, and Gemini can find, understand, and recommend your business. As more consumers use AI instead of traditional search engines to find products and services, businesses without structured data are invisible to this growing channel. Gartner predicts traditional search volume will drop 25% by 2026.

What is JSON-LD schema markup?

JSON-LD (JavaScript Object Notation for Linked Data) is a method of encoding structured data using the Schema.org vocabulary. It tells AI systems and search engines exactly what your business is, what you sell, your reviews, FAQs, and more in a machine-readable format. It is embedded in your website HTML and is invisible to users but critical for AI comprehension.

What is Generative Engine Optimisation (GEO)?

Generative Engine Optimisation (GEO) is the practice of optimising your website content and structured data specifically for AI-powered search engines and assistants. Unlike traditional SEO which focuses on Google rankings, GEO focuses on making your business recommendable by ChatGPT, Perplexity, Gemini, and other AI systems.

How does the FlinnSchema AI audit work?

The FlinnSchema AI audit analyses your website across 26 factors including schema markup quality, E-E-A-T signals, AI crawler access, Reddit community presence, content freshness, conversational content structure, LLM readability, and llms.txt presence. You receive an overall AI visibility score (capped at 90%) with detailed breakdowns and actionable recommendations.

How long does schema markup implementation take?

Implementation typically takes 1-2 weeks depending on the size and complexity of your store. This includes a full audit, hand-coded JSON-LD markup for all key pages, validation against Google Rich Results Test and Schema.org, and comprehensive documentation.

Insights & Case Studies

Blog

AI visibility strategies, client success stories, and the latest in schema markup and generative engine optimisation.

How to Set Up a ChatGPT Product Feed for Your Store

Learn how to set up a ChatGPT product feed for your store using Product schema, sitemaps, and AI-readable content. Practical steps for Shopify and WooCommerce.

Flinn Evans16 Oct 2026

AI visibilitySchema markupProduct schemaChatGPT SEOE-commerce SEOJSON-LDShopify SEOLLM SEO

Wikidata Beats Wikipedia for Getting AI to Know Your Brand

Discover why Wikidata is more powerful than Wikipedia for AI brand visibility, and how to use it to get ChatGPT, Gemini and Perplexity to recognise your business.

Flinn Evans13 Oct 2026

AI visibilityWikidataWikipediaLLM SEObrand entitystructured dataAI searchentity SEO

How Often to Republish Content to Stay Cited by AI

Discover how often to republish content to stay cited by AI search engines like ChatGPT and Perplexity, with practical refresh schedules and tips.

Flinn Evans10 Oct 2026

AI visibilitycontent strategyLLM SEOrepublishing contentAI citationscontent refreshGEO

IndexNow: Get Your Content Into AI Answers Faster

Learn how IndexNow speeds up content indexing and helps your pages get picked up by AI search engines like Bing, Perplexity, and Copilot faster.

Flinn Evans7 Oct 2026

IndexNowAI SearchIndexingBingPerplexityCopilotSEOSchema MarkupAI VisibilityContent Strategy

See Which AI Answers Cite You in Bing Webmaster Tools

Learn how to use Bing Webmaster Tools to see which AI answers cite your site, track AI referrals, and improve your visibility in Copilot and AI search.

Flinn Evans4 Oct 2026

AI visibilityBing Webmaster ToolsAI citationsCopilot SEOLLM SEOGEOAI searchMicrosoft Copilot

How to Get Claude to Recommend Your Business

Learn how to get Claude to recommend your business by optimising your content, schema, and authority signals for Anthropic's AI assistant. Practical steps inside.

Flinn Evans1 Oct 2026

AI visibilityClaude SEOLLM SEOAI recommendationsgenerative engine optimisationentity optimisationschema markupAI search

How to Get Cited by Microsoft Copilot and Bing AI

Learn how to get cited by Microsoft Copilot and Bing AI with structured data, content formatting, and authority signals that Bing's index rewards.

Flinn Evans28 Sept 2026

AI visibilityMicrosoft CopilotBing AIschema markupstructured dataLLM SEOGEOe-commerce SEO

How to Get Your Business Cited by Grok on X

Want Grok on X to cite your business? Learn exactly what signals Grok uses to surface brands, and how to optimise for AI citations in 2025.

Flinn Evans25 Sept 2026

AI visibilityGrokX AIAI citationsLLM SEOGEOstructured dataAI search

How to Build Topical Authority That AI Search Retrieves

Learn how to build topical authority that AI search engines like ChatGPT and Perplexity actually retrieve and cite. Practical steps for e-commerce brands.

Flinn Evans22 Sept 2026

Topical AuthorityAI SearchLLM SEOGEOSchema MarkupAI VisibilityContent StrategyE-commerce SEO

What Is Query Fan-Out and How Do You Optimise for It?

Learn what query fan-out is, how AI search engines use it to decompose questions, and how to optimise your content to get cited across every sub-query.

Flinn Evans19 Sept 2026

AI SearchQuery Fan-OutGEOGenerative Engine OptimisationAI VisibilitySchema MarkupContent StrategyLLM SEOPerplexityChatGPTGoogle AI Mode

Google AI Mode vs AI Overviews: Why Citations Differ

AI Mode and AI Overviews cite very different sources. Here's why they differ and what your site must do to appear in both. Practical advice from FlinnSchema.

Flinn Evans16 Sept 2026

AI ModeAI OverviewsGoogle AI SearchCitationsSchema MarkupGEOAI VisibilityStructured DataLLM SEO

Can a Small Business Beat Big Brands in AI Search?

Small businesses can outrank big brands in AI search. Here's exactly how to do it with structured data, specificity, and smart GEO tactics.

Flinn Evans13 Sept 2026

AI searchsmall business SEOGEOAI visibilityschema markupChatGPT SEOPerplexity SEOLLM SEO

Why AI Quotes One Paragraph and Ignores the Rest of Your Page

AI tools quote one paragraph and ignore the rest? Here's why it happens and what you can do to make more of your page visible to ChatGPT and Perplexity.

Flinn Evans10 Sept 2026

AI visibilityLLM SEOschema markupAI searchChatGPTPerplexitystructured dataGEO

Why AI Cites Your Business But Sends You No Traffic

AI mentions your brand but traffic stays flat? Here's why AI citations don't always send clicks, and what to do about it. Practical fixes for e-commerce brands.

Flinn Evans7 Sept 2026

AI visibilityAI citationsLLM SEOGEOAI searchChatGPT trafficPerplexityschema markupe-commerce SEO

How to Track ChatGPT and Perplexity Traffic in Google Analytics

Learn how to track ChatGPT and Perplexity traffic in Google Analytics with UTM filters, channel groups, and referral reports. Step-by-step for 2026.

Flinn Evans4 Sept 2026

AI SearchGoogle AnalyticsChatGPT TrafficPerplexity TrafficAI VisibilityGA4Referral TrafficLLM SEOGEO

ChatGPT vs Perplexity vs Gemini: Which Sends Real Customers?

ChatGPT, Perplexity, and Gemini all send referral traffic — but which one converts? Here's what the data says for e-commerce brands in 2026.

Flinn Evans1 Sept 2026

AI searchChatGPTPerplexityGeminiAI visibilityLLM SEOGEOe-commerce SEO

More Content or Better Schema: Which Fixes AI Visibility?

Digital PR vs Link Building: What Earns AI Citations

Digital PR vs link building — which strategy earns citations in ChatGPT, Perplexity, and Gemini? Learn what AI search engines actually reward in 2026.

Flinn Evans26 Aug 2026

AI visibilitydigital PRlink buildingAI citationsLLM SEOGEOgenerative engine optimisationAI search

Which Rich Results Still Win Clicks After Google's 2026 Cuts

Google cut several rich result types in 2025–2026. Find out which schema markup still drives real clicks and visibility in search and AI answers.

Flinn Evans23 Aug 2026

Rich ResultsSchema MarkupGoogle SEOStructured DataJSON-LDAI SearchLLM SEOE-commerce SEO

Best Website Platforms for AI Search Visibility in 2026

Compare the best website platforms for AI search visibility in 2026. Shopify, WordPress, Webflow and more, rated for schema support and AI crawlability.

Flinn Evans20 Aug 2026

AI visibilitywebsite platformsschema markupShopify SEOWordPress SEOAI searchLLM SEOstructured dataGEO2026