One thing I've missed during maternity leave is having time to tinker. Over the last few weeks, I participated in the Women in Tech SEO x SE Ranking API Playground cohort, where a group of savvy SEOs learned how to build AI-powered workflows using real SEO data. The program included live sessions, office hours, and a final showcase where participants presented what they built. For my final project and presentation, I built an automated content refresh workflow using Claude and SE Ranking's MCP integration. The workflow: ✅ Finds keywords where The Blogsmith previously ranked in the top 10 but has dropped out ✅ Prioritizes opportunities based on estimated lost traffic ✅ Analyzes the existing page and current search landscape ✅ Runs updated keyword research using SE Ranking data ✅ Uses a customized version of Claude's SEO Brief skill that I adapted to my own SEO brief framework and content refresh process ✅ Compares the existing page against current ranking competitors and generates specific recommendations for what needs to change ✅ Delivers a completed refresh brief to Slack every Friday, including why rankings likely declined, where competitors have surpassed the page, and the highest-priority updates to make Instead of spending time digging through ranking reports, analyzing competitors, and building refresh briefs from scratch, I get a prioritized content update recommendation waiting for me each week. Huge thanks to Women in Tech SEO and SE Ranking (especially Guifré Ballester and Maria Kazakova) for creating such a supportive learning environment. It was a great excuse to exercise a different part of my brain during maternity leave, experiment with AI, and learn from other incredibly smart SEOs and marketers. And thanks to presenting at the showcase, I also earned a year of free SE Ranking API access, so the experimentation continues!
Oh this sounds fantastic. Which parts are Claude and which parts are SE Rankings? Is Claude determining things like the Estimated Impact based on the formulas you provided? Also, welcome back!