If obtaining a mortgage is essential to purchasing your French real estate, insist on having a clause to that effect inserted into your Preliminary Sales Agreement, often called the Compromis de Vente or Promesse de Vente.
Life Insurance is a mandatory loan requirement.
You can approach banks directly or use a broker to help compare loan offerings from various sources.
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French mortgage tips for foreign investors