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Home»Marketing»Google Ads’ Nano Banana Pro AI get rigorously tested
Marketing

Google Ads’ Nano Banana Pro AI get rigorously tested

adminBy adminNovember 30, 2025No Comments3 Mins Read
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Google Ads’ Nano Banana Pro AI get rigorously tested
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Google Ads’ new AI image tool, Nano Banana Pro (NB), brings conversational image generation and editing directly into campaigns, letting advertisers create seasonal, mood-adjusted, and material-specific visuals without a photoshoot. It’s part of Google’s broader push alongside Opal, its AI writing tool, to accelerate content creation across PMax, Display, and other automated campaigns.

Driving the news. Ameet Khabra, founder of Hop Skip Media, ran extensive tests across three industries—mattresses, HVAC, and real estate—to evaluate NB’s performance in live campaign scenarios. She found that while the tool shows impressive results in some areas, it has notable limitations advertisers need to understand before relying on it.

Screenshot 2025 11 26 At 18.18.13Screenshot 2025 11 26 At 18.18.13

The good:

  • Seasonal transformations and lighting adjustments are highly accurate.
  • Material and finish edits (e.g., kitchen cabinets, furniture) hold texture and perspective well.
  • Large object additions and placement guidance work reliably for general marketing.
  • Prompt refinement generates richer instructions from simple queries.

The bad:

  • Brand restrictions block logos, branded products, and detailed text overlays.
  • Demographic bias and object placement errors persist.
  • Zooming out or combining unrelated images can produce unrealistic results.
Screenshot 2025 11 26 At 18.19.18Screenshot 2025 11 26 At 18.19.18

The weird:

  • NB sometimes mixes seasons or misinterprets “luxury” or “masculine” prompts literally.
  • Aggressive holiday additions can overwhelm subtlety.
Screenshot 2025 11 26 At 18.20.40Screenshot 2025 11 26 At 18.20.40

Bottom line for advertisers. Nano Banana Pro is best for ideation, seasonal variations, or asset-heavy campaigns like PMax or Display according to Khabra. It is not yet a substitute for professional creatives in regulated, high-stakes, or brand-sensitive campaigns. Testing in isolated asset groups and human review remain essential.

Why advertisers should care. Faster creative production can reduce campaign bottlenecks and increase testing volume—but blind reliance risks off-brand visuals, poor CTR, and misaligned automation signals. Used carefully, NB is a creative accelerator; used blindly, it’s a shortcut to mediocre imagery.

Dig Deeper. Nano Banana Pro in Google Ads: The Good, Bad, and Weird


Search Engine Land is owned by Semrush. We remain committed to providing high-quality coverage of marketing topics. Unless otherwise noted, this page’s content was written by either an employee or a paid contractor of Semrush Inc.


Anu AdegbolaAnu Adegbola

Anu Adegbola has been Paid Media Editor of Search Engine Land since 2024. She covers paid search, paid social, retail media, video and more.

In 2008, Anu started her career delivering digital marketing campaigns (mostly but not exclusively Paid Search) by building strategies, maximising ROI, automating repetitive processes and bringing efficiency from every part of marketing departments through inspiring leadership both on agency, client and marketing tech side. Outside editing Search Engine Land article she is the founder of PPC networking event – PPC Live and host of weekly podcast PPC Live The Podcast.

She is also an international speaker with some of the stages she has presented on being SMX (US, UK, Munich, Berlin), Friends of Search (Amsterdam, NL), brightonSEO, The Marketing Meetup, HeroConf (PPC Hero), SearchLove, BiddableWorld, SESLondon, PPC Chat Live, AdWorld Experience (Bologna, IT) and more.



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