Vibe coding SEO research
By Noemi Titarenco
I put ~$45 into an SEO data API. At my current burn rate it lasts ~321 days, and the report I build in this video cost about 3 cents. The funniest part: the research immediately caught a mistake in my own titles. Setup is a folder, an API key in a .env, and an agent (OpenChamber + Kimi). DataForSEO is not a sponsor.
Agent harness first look: This Free AI Coding App Might Become My Daily Driver.
About The author
Noemi Titarenco
Product Manager, Researcher + Engineer
I spend a lot of time thinking about (software and business) problems - sometimes I get around to writing about it, and you get to read about it here.