Map Global AI Brand Visibility
Brand visibility across every country rendered as an interactive map.
ChatBakers 
Claude 
Google Sheets What this workflow does
AI search is not a single global market. The models people use, the sources those models trust, and the prompts that trigger brand mentions all vary by country. A brand that wins in the US market might be invisible in Germany or underperforming in Southeast Asia for reasons that only show up in the data.
This workflow pulls visibility by country across all tracked projects, renders it as an interactive map, and highlights the markets where the gap between visibility and commercial priority is largest.
Use it for international expansion planning, market prioritisation, or to brief a local agency on where AI visibility work would have the most impact.
Example prompt
ChatBakers MCP connected ❯ Pull brand visibility broken down by country for all our tracked projects over the last 30 days. For each country, return: visibility score, share of voice, top AI model used, and our rank vs. competitors. Render this as an interactive map via Google Looker Studio or export to a Google Sheet with a chart. Highlight the top 5 markets where our visibility is lowest relative to commercial opportunity.
Related use cases
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Weekly AI Visibility Brief
Full AI search week in review, saved to Notion and posted to Slack.
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Prove whether AI visibility actually translated to revenue.