{"id":4846,"date":"2025-09-29T17:55:43","date_gmt":"2025-09-29T17:55:43","guid":{"rendered":"https:\/\/www.tvgla.com\/viewpoint\/?p=4846"},"modified":"2025-09-29T17:57:41","modified_gmt":"2025-09-29T17:57:41","slug":"fast-ads-forgettable-creative-the-hidden-price-of-ai-automation","status":"publish","type":"post","link":"http:\/\/lightsail-origin.tvgla.com\/viewpoint\/fast-ads-forgettable-creative-the-hidden-price-of-ai-automation\/","title":{"rendered":"Fast Ads, Forgettable Creative: The Hidden Price of AI Automation"},"content":{"rendered":"\n

Imagine you\u2019re the head chef at a restaurant known for its unique fusion dishes. No other place in town balances flavor and inspiration the way yours does, but you wish you could whip up meals more efficiently and get them out to your customers faster.<\/p>\n\n\n\n

One day, a kitchen appliance company drops off a robot that can prepare 200 meals in the time it takes your team to make 20. You fire it up, and soon enough plates are headed out to customers at record speed.<\/p>\n\n\n\n

There\u2019s just one problem: The food the robot makes doesn\u2019t taste like your<\/em> food. <\/strong>The robot can follow instructions, sure, but it can\u2019t test the sauce. It can\u2019t step back and ask, \u201cDoes this taste too much like something you can get for cheaper down the street?\u201d And it moves so quickly that by the time you realize you want to make an adjustment, there are 100 steaming dishes laid out in front of you, ready to be served.<\/p>\n\n\n\n

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When optimization tools are put to work without proper brand stewardship, the risks are real: off-brand copy, generic visuals, unclear differentiation, and, over time, erosion of brand equity.<\/p>\n<\/blockquote>\n\n\n\n

Any marketer worth their salt will recognize this dilemma: How do you balance quantity versus quality, speed versus deliberation, automation versus a human touch? The tension is nothing new, but with the rise of tools like ChatGPT and Claude, which can output spreadsheets of copy faster than you can say \u201cJohn Henry,\u201d it\u2019s never been more salient to the world of advertising than today.<\/p>\n\n\n\n

Recently, Anthropic, the maker of Claude and Claude Code, posted a blog<\/strong><\/a> on their website detailing how their internal teams leverage AI tools. In a section we found particularly interesting, they described how their growth marketing team built a workflow that \u201cprocesses CSV files with hundreds of ads, identifies underperformers, and \u2026 generates hundreds of new ads in minutes instead of hours.\u201d The team\u2019s use of AI<\/strong><\/a>, they went on to write, meant \u201csaving critical time where every efficiency gain translates to better ROI.\u201d<\/p>\n\n\n\n

In growth marketing, where a well-timed pivot in response to emerging data trends can make or break your campaign, that speed is definitely mouth-watering, and the opportunity that AI offers in this space is undeniable. But the case study also raises a few follow-up questions, namely: Of the hundreds of new AI-generated ads, how many were good?<\/em> How many nailed Anthropic\u2019s brand voice, as opposed to sounding serviceable but generic? And how long did it take for human marketers to comb through the results and filter out what worked for the campaign from what didn\u2019t?<\/p>\n\n\n\n

These questions might seem incidental. After all, sheer volume plus rapid iteration will surface high performers anyway \u2013 the old \u201cthrow it all at the wall and see what sticks\u201d method. But research shows that if creative quality isn\u2019t prioritized, you could be handicapping yourself before the campaign even starts. A 2017 study<\/strong><\/a> published by Nielsen and NCSolutions found that creative is \u201cthe undisputed champ in terms of sales drivers,\u201d accounting for almost 50% of incremental sales. Moreover, \u201cweak creative results in weak sales lift, and \u2026 the reverse is true when the creative is strong \u2013 sales lift is higher and is affected less by media.\u201d A follow-up study<\/strong><\/a> from 2023 confirmed those findings, noting that media mechanisms such as \u201creach, context, recency, and targeting are all ineffective if the creative is uninspired.\u201d From this perspective, prioritizing starting with a high level of creative quality is its own form of efficiency.<\/p>\n\n\n\n

Moreover, research has shown that bad ads do more than just fail to convert \u2013 they can actively undermine the perception of your brand. In a 2021 study<\/strong><\/a>, University of Washington researchers asked participants to evaluate a series of digital programmatic ads and share what made them \u201cgood\u201d or \u201cbad.\u201d<\/p>\n\n\n\n

When responding positively to ads, participants often praised the thoughtfulness or care they perceived to have gone into them. Good ads were seen as:<\/p>\n\n\n\n