We build AI content tools.
And we use them.
AWR Shift is an AI content generation platform built at the intersection of SEO and generative AI.
The Story
Founded by a technical founder building at the intersection of AI and SEO. We noticed something: AI is changing how people discover information. Google AI Overviews, ChatGPT, Perplexity—search is no longer just ten blue links.
So we built a pipeline that optimizes for both worlds—SEO and GEO (Generative Engine Optimization). Every article on this site is generated by our pipeline. We share what we learn: what works, what doesn't, and what we don't know yet.
Methodology
Our content goes through a 7-stage pipeline: from strategic planning (S0) to quality evaluation (S7). 41 evaluators score every article across readability, factual accuracy, SEO optimization, and AI detection resistance.
We measure everything. If we can't measure it, we don't claim it works. Our methodology is open—we publish our approach and results.
Values
Real numbers over marketing claims
We publish metrics, not promises. Every claim is backed by data from our pipeline.
Methodology over tactics
We build repeatable systems, not one-off hacks. Process beats shortcuts.
Honest about unknowns
GEO is a new field. We share what we've proven and what's still a hypothesis.
Connect
Find us on the web or reach out directly.