Today I'm open-sourcing Climby AI SEO. AI agents can now run SEO campaigns end to end. Not "assist." Run. Most "AI SEO" tools generate a blog post and call it a day. Climby is different. It closes the whole loop: → Reads your real Google Search Console data → Decides what to actually work on → Writes and publishes the content → Measures the result against ground-truth GSC numbers → Learns from what worked and adjusts Climby runs SEO like a game of chess against itself. It plays, checks the score, and gets better. An autonomous agent that plans, acts, measures, and improves. On live campaigns. In production. And it tracks the two things that now decide visibility: 1. How you rank on Google 2. How often you get cited by AI answer engines (ChatGPT, Gemini, Perplexity) Ranking on Google is no longer enough. Getting cited by AI is the new front line. Climby tracks both in one place. Why open source? Because the future of SEO shouldn't be a black box. If agents are going to run marketing, you should be able to see exactly how they think, own your data, and self-host the whole thing. It's live now on Github. Star it, fork it, run your own agent: I also help SEO agencies build AI SEO into their existing workflows. If your agency wants to add this as a service line, message me. The agents are ready to work. Are you ready to let them? Links in comments

Hey team, find attached the first schema chrome extension that actually gives you smart recommendations. Not just a way to "view" schema .. but to learn on what good schema looks like and what actions you should take. Enjoy! PS: You need to load this in your browser by going to extensions, developer mode ON, unpack the zip file, then select that unpacked folder.

Hey fam, quick image model test. Clear winner for me: Flux Klein 9b via Runware.ai - really good and cheap model Model now used by default: runware:400@2 -> Flux 2 Klein 9BN Cost from live Runware response: $0.00078 per image Cost for 500 images: 500 x $0.00078 = $0.39 that is so cheap!! 😅

The first serious SEO tool that can be used for clients with opensource code. That means you can edit the app yourself and make it your own. ClimbySEO.com is in preview right now. Will do some testing tomorrow and share soon. Check out this animation on the logo when you hover.

Welcome in. This group is for people building practical SEO systems with AI: source-backed content workflows, AI search visibility, audits, internal linking, automation, and experiments that can actually be verified. Best first step: introduce yourself in Introductions with: 1. what site or business you are working on 2. the SEO workflow you most want to automate 3. one bottleneck you want help removing I will use this space for build notes, prompts, teardown ideas, workflows, and experiments from the real SEO automation work I am doing. Bring evidence, ask specific questions, and share useful systems.