Simplifying Diet Tracking in a Digital Weight Loss Intervention

Inclusion Criteria: * adults (ages 18+ years) * body mass index (BMI) 25.0 to 45.0 kg/m\^2 * smartphone ownership * willing to install a mobile app on personal smartphone * access to a personal email account * English or Spanish language proficiency * interest in losing weight through behavioral strategies * living in the United States * willing to be randomized Exclusion Criteria: * concurrent enrollment in another weight management intervention * loss of ≥5% weight in the past 6 months * prior or planned bariatric surgery during the trial period * current or planned pregnancy during the trial period, or recent pregnancy in the past 6 months * currently breastfeeding or lactating * current use of anti-obesity medications * living with someone else participating in the study * hospitalization for a mental health condition in the past 12 months * inability to engage in moderate forms of physical activity akin to brisk walking * medical or psychiatric contraindication (e.g., end stage renal disease, cancer, schizophrenia, dementia, use of steroids, use of antipsychotic medication) * if an individual would be better suited for a more intensive or different type of intervention based on a health condition (e.g., individuals with history of an eating disorder or cardiovascular event, uncontrolled hypertension, or uncontrolled diabetes mellitus) * investigator discretion for safety reasons