Gluten Free / Celiac card for Portugal: http://www.celiactravel.com/file_uplo...

TripAdvisor Albufeira Forum discussion on Eating Out Gluten Free

Not Albufeira-specific, but may have some useful suggestions or ideas: Gluten-Free Globetrotter