Ignacio Rotth's Work | ContraWork by Ignacio RotthIgnacio Rotth
AI Visibility & GEO Audit Specialist | Full-Stack Builder
GEO-Copilot: Open-Source AI Visibility Audit AI Search Visibility & GEO Audit System A website can rank well on Google and still be missing from AI-generated recommendations.
That's one of the reasons I started offering GEO audits through CiteFrame.
SEO and GEO share a lot of technical groundwork, but they don't measure quite the same thing.
With CiteFrame, I test real buyer-intent queries across AI engines to see which brands get mentioned, cited, or recommended.
Then I look at the technical and content gaps behind those results and turn the findings into actionable fixes.
If you're curious about what one of these audits looks like, here's the service:
https://www.upwork.com/services/product/marketing-ai-visibility-geo-audit-for-chatgpt-and-leading-ai-engines-2100574296686259896?ref=project_share&tier=2
https://contra.com/s/WlEZZg6W-ai-visibility-and-geo-audit Built and delivered a structured GEO audit system that measures how brands are discovered, described, compared and cited across leading AI engines. The workflow combines live model evaluations, crawler accessibility testing, technical analysis, competitor evidence, factual support verification and implementation-ready remediation.