
AI commerce insights, GEO strategies, and e-commerce AI visibility research
Aivi is now live on the Shopify App Store. Score your store's AI discoverability, track AI search rankings, and optimize how ChatGPT and Perplexity find your products.
TutorialStep-by-step guide to auditing your store's AI discoverability. Check llms.txt, schema, crawler access, and get your AI visibility score with Aivi.
AI VisibilityIs your Shopify store invisible to ChatGPT? Here are 5 clear warning signs — no llms.txt, zero AI crawler visits, missing schema, unchecked rankings, and zero AI revenue attribution.
EducationAI search ranking and Google ranking are fundamentally different. Google ranks pages — AI ranks entities. Here's what merchants need to know about both.
AI VisibilityMost e-commerce stores are invisible to AI assistants. Learn the three things AI needs to discover your products — and how to fix it in under 60 seconds.
MCP ProtocolChatGPT can now search real product catalogs and make recommendations. Learn how AI agents discover products, what MCP is, and how to connect your store.
WooCommerceAI assistants like ChatGPT, Claude, and Gemini are the new search engines. Here's how to make sure your WooCommerce store shows up when customers ask AI for product recommendations.
llms.txtllms.txt is the new robots.txt for AI. Learn what it is, how it works, and why every store needs one to be discoverable by ChatGPT, Claude, and other AI assistants.
GEOGEO is the new SEO. Learn the 4 pillars of Generative Engine Optimization and how to make your store visible in ChatGPT, Claude, and Gemini search results.
ShopifyShopify powers 4M+ stores. Fewer than 1% are AI-visible. Step-by-step guide to making your Shopify products discoverable by AI assistants — no coding required.
Trends & Data~30% of product research queries now start on AI platforms. Learn how ChatGPT, Claude, and Perplexity are reshaping e-commerce traffic — and how to capture it.
Checklist90% of stores fail at least 7 of these 10 steps. Actionable, no-fluff checklist — from robots.txt to MCP endpoints. Score your store today.
ComparisonWe tested 12 identical queries across all 3 AI platforms. See which AI gives the best product recommendations — and what it means for your store.
MCP ProtocolEverything store owners need to know about MCP — how it connects your products to ChatGPT, Claude, and Gemini for real-time AI shopping.
AI PlatformsPerplexity is the fastest-growing AI search engine for product discovery. Learn how to make your store visible and capture this new traffic channel.
Analytics & ROIAI-driven sales are invisible in Google Analytics. Learn to track which AI platforms send traffic, what they recommend, and your AI revenue.
AI TrendsAI agents can now browse stores, compare products, and make purchases autonomously. What agentic AI means for your store — and how to prepare.
Google & AIGoogle AI Overviews are reshaping organic search traffic. Learn how AI-generated answers affect click-through rates and how to adapt.
AEOAEO is the next evolution of SEO, backed by Gartner 2026 research. Learn to optimize for ChatGPT, Perplexity, and AI answer engines.
E-Commerce TrendsZero-click searches now account for 58.5% of all queries. Learn what zero-click commerce means and how to win sales without website visits.
Technical SEOStop accidentally blocking AI from discovering your products. Complete guide to configuring robots.txt for AI crawlers.
Technical SEOWhat fields AI assistants need — price, stock, rating, images. Complete implementation guide with code examples.
ProductGoogle Search Console shows web traffic. Who shows AI traffic? Track visits from ChatGPT, Claude, Perplexity, and more.
Protocol WarsGoogle's UCP, OpenAI's ACP, and Anthropic's MCP are battling to become the HTTP of AI shopping. What it means for your store.
AI ProtocolsA2A lets AI agents from different vendors talk to each other. 150+ organizations now support this protocol.
AI PaymentsMastercard Agent Pay, Google's AP2, and Agentic Tokens are making AI agent payments real. Complete guide to autonomous commerce.
Original ResearchWe analyzed 10,000 e-commerce stores. Only 2.3% have llms.txt, 0.8% have MCP endpoints, and 87% block AI crawlers. See the full benchmark data.
Brand GEOBrands that appear in AI answers see 40-60% higher consideration. Learn the Brand GEO framework for building authority in ChatGPT, Claude, and Gemini responses.
Brand GEOAI assistants recommend brands by name in 67% of product queries. Learn the signals that make AI mention your brand and the optimization strategies that work.
Brand GEOAI doesn't read like humans. Learn how to structure your e-commerce content so ChatGPT, Claude, and Gemini can understand, remember, and recommend your products.
Brand GEOAI assistants use knowledge graphs to understand brands. Learn how to build, verify, and optimize your brand entity so ChatGPT and Claude know who you are.
Brand GEOWhen AI recommends one brand over another, the winner takes all. Learn competitive analysis strategies for GEO and how to displace competitors in AI answers.
AI Referral TrafficAI-driven referral traffic is growing 340% year-over-year, but Google Analytics misses most of it. Learn what AI referral traffic is and how to capture it.
AI Referral TrafficChatGPT drives more e-commerce referrals than any other AI platform. Learn the specific strategies to get ChatGPT to recommend and link to your store.
AI Referral Traffic33% of e-commerce purchases are now AI-influenced, but most stores can't measure it. Learn the attribution models and tools to capture AI's true revenue impact.
AI Referral TrafficAI-referred customers convert differently. Learn how the AI-aware shopper thinks and how to optimize every step from AI answer to purchase.
AI Referral TrafficA step-by-step 30-day playbook to build AI referral traffic from zero. Week-by-week actions, quick wins, and long-term strategies for getting AI to send you customers.
Data & TrendsWeekly data snapshot: AI crawler activity, store growth, and AI search trends across the Shop2LLM network. Fresh metrics every week.
EnterpriseA McKinsey-level analysis of the B2B commerce platform landscape — who's ready for autonomous AI agents and who's not.
StrategyStart from scratch or retrofit your existing stack? A strategic guide to selecting the optimal platform for AI-native commerce.
GEOChatGPT, Claude, and Gemini cite articles based on specific signals. Here's how to optimize your content for AI citations.
StrategyA strategic playbook for founders and product leaders building AI-driven commerce businesses — powered by open-source models and open protocols.
StrategyA 2026 strategic analysis of the fundamental tension between open ecosystems and closed platforms as AI agents become the primary interface for commerce.
PlatformDo Shopify's AI tools truly empower merchants, or do they quietly deepen platform lock-in? A consulting-grade strategic analysis.
ComparisonAI assistants are the new search engines. We compare how Shopify and WooCommerce perform in AI visibility — and which gives you more control.
WooCommerceWooCommerce's three structural advantages — self-hosting, open standards, and platform independence — position it as the dominant platform for AI-driven commerce.
AI TrendsMulti-agent marketplaces. AI-native brands. Protocol convergence. Platform unbundling. A strategic forecast of the next 18 months in AI-driven commerce.
ResearchThe definitive monthly intelligence briefing on AI-driven commerce. Protocol movements, platform shifts, crawler data, and the WooCommerce–Shopify AI visibility gap.
Protocol WarsA protocol war rivaling Betamax vs. VHS is unfolding in AI commerce. Three titans, three architectures — who wins the trillion-dollar market?
ComplianceGlobal regulatory intelligence briefing for e-commerce operators navigating the fragmented landscape of AI commerce law in 2026.
AI PaymentsA deep technical analysis of AI agent payment infrastructure. Comparing Stripe ACP, Mastercard Agent Pay, and the future of autonomous transactions.
ComparisonWe compare the leading WooCommerce plugins for AI visibility — llms.txt, MCP protocol, JSON-LD schema, and crawler detection.
TutorialsChatGPT can now connect directly to your WooCommerce product catalog. Here's exactly how to set it up in under 2 minutes.
AnalyticsArticles that rank on Google may not rank on ChatGPT. Content Score measures AI visibility specifically — learn what goes into it.
AboutMeet the researchers, analysts, and contributors behind Shop2LLM's AI visibility research and agentic commerce intelligence.