I kept getting AI to redesign my product instead of just photographing

{
    "prompt": "<!-- SC_OFF --><div class=\"md\"><p>Spent way too long fighting this: every time I asked an AI image tool to make a &quot;premium ad&quot; from my product photo, it would quietly change something — open a sealed bottle, invent a new cap, add liquid dripping out of a jar that was never open in the first place. Turns out most people (including past me) write prompts that only describe the scene — lighting, background, mood — but never explicitly lock the product&;s physical state. The AI fills that gap with whatever looks &quot;cool,&quot; and that&;s when your packaging quietly turns into a different product. The fix that actually worked for me: treat the reference photo as the single source of truth, and add one explicit rule before any creative direction: &quot;If the product is closed in the reference, it stays closed. Contained liquid stays contained. Creative language like &;depth&; or &;energy&; never implies opening, pouring, or detaching anything.&quot; Sounds obvious once you see it, but almost no",
    "model": "Claude 3.7 / GPT-4o",
    "aspect_ratio": "1:1",
    "category": "Commercial Product",
    "content_type": "image_prompt",
    "surface": "review",
    "quality_score": 83,
    "provenance": "COMMUNITY_PROMPT"
}