Name Language Classifier

Route every contact to the right language

Upload a CSV or Excel file of full names. We estimate the likely country association and recommend whether an Arabic-speaking or English-speaking agent should reach out — with a confidence score and manual-review flags for ambiguous names.

Dashboards
Language mix, country and region breakdowns, and per-file summaries.
Country explorer
Drill into any estimated country to see the names assigned to it.
Manual review
Low-confidence names are surfaced for authorised reviewers to correct.

Privacy notice. Country associations and language recommendations are estimates based on name patterns. They may be inaccurate and should not be treated as verified nationality, citizenship, ethnicity, or language preference.