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AI, automation, CRM, and marketing technology, explained practically.

Workflow breakdowns, tool explainers, AI website-readiness analysis, and practical technology experiments.

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AllAgentic AI (18)AI Search & Website Readiness (9)Automation & CRM (24)Outreach & Growth (2)Research & Experiments (3)Tech UGC & SaaS (1)

Agentic AI

Shopify WebMCP Checkout Tested: What Is Verified, What Is Still Experimental

Shopify now exposes WebMCP tools inside eligible checkouts. I verified the current Shopify documentation, compared its published benchmark with independent reproduction evidence, and tested what I could reproduce in my own environment. Here is what is confirmed, what failed, and what businesses should actually learn from it.

Agentic AI

Shopify WebMCP: How AI Agents Can Search Products, Manage Carts, and Shop Storefronts

Shopify now provides WebMCP tools on every Liquid storefront, giving compatible AI agents structured ways to search catalogs, inspect products, manage carts, navigate stores, and continue to checkout. Here is what that means for ecommerce, AEO, GEO, and agent-ready websites.

AI Search & Website Readiness

Google Search Console Now Measures AI Search Visibility Worldwide

Google has rolled out dedicated generative AI visibility reporting in Search Console to all websites worldwide. Site owners can now track AI impressions, pages appearing in AI responses, countries, devices, and visibility over time.

AI Search & Website Readiness

Can LinkedIn Creator Content Influence AI Recommendations?

LinkedIn is increasingly appearing as a source in AI answers. This research note examines the evidence behind creator-first AEO, the difference between citation and recommendation, and a practical experiment for testing if expert LinkedIn activity is associated with stronger B2B AI visibility.

AI Search & Website Readiness

Do Interactive Tools Get More AI Referral Traffic Than Blog Posts?

A reported analysis of 1.2 million AI referral sessions suggests interactive tools may attract disproportionate AI traffic. Here is what the finding means for AEO, GEO, and LLM visibility, plus the experiment Chrissa Automates is running to test it.

Agentic AI

What Content Will AI Agents Pay For? Datasets, APIs, Research and MCP Tools Explained

AI payment infrastructure is emerging, but not every webpage has equal value. Learn which digital assets may command higher prices, including original datasets, APIs, benchmarks, specialist research, calculators and MCP tools.

Agentic AI

ChatGPT Ads: What Businesses Need to Know About SEO, AEO and AI Search

ChatGPT advertising is expanding. Learn how ChatGPT Ads differ from SEO and AEO, what paid AI discovery means for businesses, and how to prepare your website for AI-first customer journeys.

Agentic AI

Turn Your Website Into an Agent-Ready Control Panel With WebMCP

Learn how WebMCP lets your website expose safe, structured tools to AI browser agents without replacing SEO, UX, or security foundations.

AI Search & Website Readiness

Can AI Search Understand and Recommend Your Website Page Without Guessing?

Learn why good-looking pages still fail in AI search. Use a simple clarity checklist to make your offer, audience, location, proof, and next step easy for AI assistants to summarize and recommend.