Photo disclosure.

How photos are produced

MenuLift delivers two kinds of menu photography:

• Generated: for menu items that do not have an existing photo, we use AI image generation to produce a photo-realistic image based on the recipe, ingredients, plating direction, and brand notes provided by the restaurant.
• Enhanced: for menu items the restaurant already has a photo of, we apply AI-assisted enhancement (lighting, contrast, color balance, sharpness) to the source image. The dish, plating, and composition remain those of the original photo.

Accuracy commitment

Every photo MenuLift delivers must represent the actual dish the restaurant serves. Specifically:

• No ingredients are added to a generated photo that are not in the recipe.
• Portion sizes match what the kitchen plates.
• No decorative styling that the kitchen does not perform on the actual dish.
• No stock photography is used. No photos of dishes from other restaurants.
• Generated photos are produced from the restaurant's own recipe + plating brief. Enhanced photos preserve the dish in the source photo.

Restaurant review

Every batch is sent to the restaurant for review before upload. The restaurant may request unlimited revisions within 7 days of delivery if a photo does not represent the dish accurately. MenuLift will not invoice for batches where the restaurant flags every photo as inaccurate.

Platform compliance

MenuLift's accuracy commitment is designed to align with the content policies of Google Business Profile, DoorDash, Uber Eats, and similar marketplaces, all of which prohibit misleading food imagery. Restaurants are responsible for confirming that any uploaded photo accurately represents what is served to the ordering guest at the time of upload.