Leina 
Wanta 
Explain a Name Estimate
Use AI to explain ranked country candidates and uncertainty.
/oo Nationalize: Estimate country candidates for [name], show the returned probabilities, and explain the uncertainty.
Connect Nationalize to Your AI Agent
Request country candidates and probabilities for individual names or batches of up to 100 names. Ask your connected AI assistant to explain the results or carry out the specified operation.
2 tools API key
Try a Nationalize Task
Copy a prompt into your agent with the oo Skill installed. Add your page links and source notes before running it.
oo Skill Nationalize
Compare a Name Batch
Compare returned estimates in input order without treating them as verified facts.
/oo Nationalize: For these names [names], compare the returned country candidates and probabilities in input order.
Start Working with Nationalize
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Install OOMOL
Set up oo CLI and the oo Skill in your agent.
Install OOMOL → -
Connect Nationalize
Connect with a Nationalize account API key.
Connect Nationalize → -
Give Your Agent a Task
Use /oo with the pages to read, the changes to make, and where to save the result.
Connection Guide →
Choose Your Agent
- A Nationalize account with an API key and available lookup quota.
- Results are statistical estimates from names, not verified citizenship or identity. Each name consumes a lookup; connection validation also uses one lookup.
Nationalize Tools
Nationalize connects supported service operations to your AI assistant. Request country candidates and probabilities for individual names or batches of up to 100 names.
Single and Batch Estimates
Return ranked country candidates for one name or up to 100 names.
2 tools
Predict Nationality
Predict ranked country candidates and probabilities for a last name or full name.
nationalize.predict_nationality Predict Nationality Batch
Predict country candidates for up to 100 names in input order. Each name consumes one lookup from the quota.
nationalize.predict_nationality_batch No matching tools.
Frequently Asked Questions
Are these verified nationalities?
No. They are name-based statistical country estimates and may be uncertain or incorrect.
How large can a batch be?
A batch accepts up to 100 names and returns results in input order.
Does a batch count as one lookup?
Each name consumes one lookup from the quota, including names in a batch.