Custom lifestyle images built to match the specific keyword or ad angle they'll run against (rather than one generic lifestyle photo reused everywhere) measurably lift ad conversion rate. AI image tools (Midjourney, Adobe Firefly, Photoshop generative fill, Leonardo, Canva) make it practical to produce this many keyword-specific variants at near-zero marginal cost, where commissioning matching professional photoshoots for every ad angle would not be.
Apply: for each high-spend keyword or ad theme, generate (or edit) a lifestyle image whose scene matches that specific search intent, and treat AI generation as the default production method for these variants rather than reusing one shoot's photos everywhere. See also AI-Generated Main Image Testing via Manual Swap for validating AI-generated images before committing to them.
Concrete example of the per-keyword swap: a marshmallow-roasting lifestyle scene for the keyword 'marshmallow roasting sticks' versus a shrimp-roasting scene for 'shrimp roasting sticks' — same product, different scene matched to the exact keyword being bid on in Sponsored Brands/Display.
Apply: treat each keyword/campaign as needing its own matching lifestyle scene rather than reusing one generic ad image across all keywords; see AI Image Generation Tool Stack for Ad & Lifestyle Creative for why this is cheap enough to do per keyword.