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AI Disclaimer
AI-Generated Reviews
All scores and verdicts on GrubGrade are generated by artificial intelligence (Google Gemini). They are assessments based on visual analysis only, not statements of fact.
Not a Food Safety Assessment
GrubGrade does not assess food safety, hygiene, or compliance. Scores reflect visual presentation, completeness, and portion size only.
Accuracy Limitations
AI analysis may be inaccurate. Photos taken in poor lighting, at angles, or of unfamiliar cuisines may produce unreliable results.
No Commercial Relationship
GrubGrade has no commercial relationship with any restaurant or delivery platform. Scores cannot be purchased, influenced, or removed by businesses.
User Responsibility
Users are responsible for the photos they submit. Submitting fake, manipulated, or misleading photos violates our terms of use.
No Paid Influence
GrubGrade does not accept payment from businesses to create, modify, remove, or re-order reviews. There are no sponsored listings, promoted scores, or paid placements of any kind. All reviews are generated independently by AI from user-submitted photos and are displayed in reverse chronological order.