If you’re running ads on Meta, your creative may not look the way you think it does. Brands have been discovering, often after the fact, that Meta’s AI tools have been quietly modifying live campaigns in ways no human approved.
What happened
Three documented cases from 2025 and 2026 illustrate the pattern. True Classic, a clothing brand, ran an ad featuring a popular millennial male model. Meta’s Advantage+ tools replaced him with an elderly woman. Kirruna found AI-generated imagery in one of its ads showing a model with a fully twisted leg, described as a complete anatomical impossibility. Lectric, an e-bike company, discovered its AI-modified ad somehow contained copy about car trunks.
These aren’t edge cases. They’re part of a broader pattern of unauthorized alterations that brands are now pushing back against, directed at both Meta’s Advantage+ suite and its underlying Andromeda ad retrieval system.
The default-on problem
The core issue is opt-out design. Meta made Advantage+ Creative Enhancements default-on inside Ads Manager. That means color shifts, music overlays, scene modifications, and AI-generated copy variations went live automatically unless advertisers had specifically turned them off. Many hadn’t, and didn’t know until their ads were already running.
The timing of the most visible complaints coincides with major AI infrastructure upgrades Meta rolled out in early to mid-2026. The source article notes this suggests Meta may have prioritized speed of deployment over quality assurance.
Meta’s stated direction
Meta has publicly targeted full AI automation of ad creation by the end of 2026. The roadmap includes generative creatives built entirely by AI and autonomous bidding systems that optimize campaigns without human input. The current wave of complaints lands directly in the middle of that push.
What to do right now
If you’re running Meta campaigns, three steps are worth doing today:
- Open Ads Manager and audit your Advantage+ Creative Enhancement settings. Check whether default-on modifications are active.
- Pull recent ad creatives and review them against your original uploads. Look for color shifts, copy changes, and image alterations.
- Opt out of any enhancement you did not explicitly choose.
The automation ambitions are real. The quality control, based on current reports, has not kept up.
