Building sites with AI, reading GA4 and Search Console with AI (Claude), turning the numbers into improvement proposals and ROI, and making the fixes ourselves — published with real measurements. Covers LLMO, AIO, traffic from AI search, and day-to-day operations with Claude Code and MCP.(8articles)
There are three ways to connect AI agents to internal systems: API integration, CLI tools and MCP servers. Writing as a company running MCP in production on two of its own SaaS products, we cover when to use each, a safety design that “doesn’t hand the AI full authority,” and a three-stage, read-only-first approach with costs.
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You can check ChatGPT traffic in GA4 by looking at the referral source chatgpt.com. On our own site, 12 sessions in August 2026 grew to 54 in September. We cover how to check it in GA4, and the AI-search measures we rolled into 63 articles at once.
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Ahrefs’ Site Audit is free on your own site through Ahrefs Webmaster Tools. This article covers the steps — registration, ownership verification, crawling — how to read the health score, and how we took our own measured score from 6 to 98.
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Are sites built with AI bad for SEO? We tested it with Search Console data after rebuilding our own site with AI: next-day index retention, flagship keyword rankings, a bulk implementation across 63 articles, and the trend in AI-referred traffic.
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How to build a website with Claude Code, from a first-hand record of building our own 26-page site in 3 days (7 including planning), split into five steps: plan, design, build, verify, launch. Why I chose Astro + Cloudflare, where the human decides, and post-launch operation.
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To count a contact-form submission as a conversion in GA4, register the submission-complete event as a key event. We cover how we built our own generate_lead setup, a real case where bots dirtied the numbers, and the 5 website KPIs we check in 30 minutes a month.
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LLMO for a small business is mostly something you can do yourself before calling in a vendor. We cover the difference between LLMO, AIO, and GEO, 8 tactics you can do yourself, how to write llms.txt and whether it works, and how to measure it in GA4 — with our own site’s real numbers.
Read more![The Complete Guide to Webflow SEO: Basics to AIO [2026]](/assets/posts/642bd0976e1153a5fbc425bc_--.avif?v=301dd9e2)
SEO in Webflow, in order: four basics (meta, content, links, technical), an 8-item checklist, then AIO. With 190,000 measured impressions in 12 months.
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