{"id":30974,"date":"2023-01-17T06:59:37","date_gmt":"2023-01-17T06:59:37","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2023\/01\/17\/ai-content-generation-useable-cost-effective-content-with-brand-busting-power\/"},"modified":"2023-01-17T07:00:35","modified_gmt":"2023-01-17T07:00:35","slug":"ai-content-generation-useable-cost-effective-content-with-brand-busting-power","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2023\/01\/17\/ai-content-generation-useable-cost-effective-content-with-brand-busting-power\/","title":{"rendered":"AI Content Generation: Useable, Cost-Effective Content with Brand-Busting Power"},"content":{"rendered":"

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Posted on November fifteenth, 2022<\/p>\n

Not too long ago, KFC Germany skilled an AI content-driven PR catastrophe, which illustrates pitfalls that may accompany the deployment of dramatic expertise for manufacturers with out applicable human moderation.<\/p>\n

The true writers amongst us \u2013 journalists, authors, scribes, poets, script writers, and skilled PR<\/a> execs \u2013 virtually unanimously flip our collective noses within the air on the mere utterance of \u201cAI content material.\u201d Honestly, our knee-jerk disdain could also be a defensive transfer in lots of respects. Some AI instruments are literally getting fairly savvy at spitting out helpful block-and-tackle missives for web sites, newsletters, information websites, and extra. As such, data-generated content material could pose a menace to (a part of) our livelihoods.<\/p>\n

At one other stage, although, the nose-in-the-air response is properly deserved as a result of the world nonetheless desperately wants wonderful, researched, thought-provoking content material. Superbly sculpted essays, white papers, human tales, weblog posts, editorials, scripts, and extra symbolize way over a bunch of phrases that convey a thought. Extraordinary writing elevates people to positions of nice affect. Elegant use of phrases differentiates manufacturers in highly effective methods. Tens of millions of individuals purchase books, change into engrossed in films, or subscribe to information shops merely due to emotive human storytelling that can’t be replicated by the bots. At the very least not but. At minimal, manufacturers nonetheless want some stage of human moderation to forestall public-facing model accidents.<\/p>\n

However alas, it\u2019s virtually 2023 and expertise is reshaping all the things, together with the content material we eat. AI-generated content material has earned a seat on the desk. And, reality be informed, it\u2019s usually laborious to inform the distinction between human-generated or AI-based content material. That\u2019s usually<\/em>, not at all times<\/em>.<\/p>\n

AI Content material Run Amok<\/h2>\n

The machines will be efficient at producing among the day-to-day data sharing that simply appears to seem. Nice instance \u2013 tales about school soccer bowl projections are little greater than lather-rinse-repeat, stripping out the earlier week\u2019s information with recent information primarily based on the scores from Saturday\u2019s video games from throughout the nation. Why pay a human to do this when a machine can scrape data and blast out content material higher, quicker, and with out tyops\u2026typ[s. \u2026ARRRRRRGH! TYPOS!<\/p>\n

In marketing, AI-generated content has a number of potential applications. Basic blog posts can be mass produced in minutes. Social posts can align with specific holidays or promotions or search patterns to serve up content tailored for an individual user. Super powerful!<\/p>\n

But just as countless thriller movies have proven to us, NEVER let the machines run without adult supervision. Case in point\u2026<\/p>\n

\"KFC<\/p>\n

Yes. The headline is real. Bots did as they were instructed and served up ads tied to attributes surrounding lists of national observances. In this case, it was the Kristallnacht.<\/p>\n

\"Screenshot<\/p>\n

And yes, this reputation fail came out of KFC\u2019s business in Germany, of all places.<\/p>\n

Without delving too deep into history, The Kristallnacht was one of countless sinister moments of Nazi Germany. The US Holocaust Museum<\/a> offers an exceptional narrative of what happened during a horrific 48-hour period surrounding November 9, 1938, including the cruel destruction of more than 7,500 Jewish-owned businesses, homes, and schools. It involved the murders of at least 91 Jews and the arrests of some 30,000 men who were taken to concentration camps. The Kristallnacht was a harbinger of the horrors to come over the next five years.<\/p>\n

Fast forward to the November 2022 AI-generated \u201ccommemoration\u201d of this historical event. The bots saw fit to send KFC app users content encouraging them to mark the day with crispy chicken and cheese.<\/p>\n

To KFC\u2019s credit, they quickly pulled the bot-generated content and replaced it with another clunky message noting the \u201cerror\u201d that occurred. KFC subsequently offered a full apology and was forced to explain how bots were at the core of this egregious error. But, let\u2019s face it, humans were equally culpable.<\/p>\n

Bot-crafted AI content is only as good as the attributes keyed in and parameters set for creating the content \u2013 including the often-needed exclusions. We don\u2019t know the specifics of how the Kristallnacht-related content actually came about, but it\u2019s pretty easy to guess. A human imported or created a list of significant national commemorations. Bots were coded to pull basic information, such as dates, names of the commemoration, and then link to some mouth-watering product descriptors and images.<\/p>\n

The bots did what bots do. They simply followed directions (they are mere code, after all).<\/p>\n

Will this error destroy KFC? Probably not. But it\u2019s one helluva well-earned dent in the brand. Apologizing was a good start. Fixing the problem will be an essential follow through.<\/p>\n

How to Avoid AI Content PR Nightmares<\/h2>\n

It\u2019s always easy to call this with 20\/20 hindsight, but let\u2019s just explore a few tips to hopefully avoid a brand-crushing PR nightmare created by the bots.<\/p>\n

First<\/strong>, look critically at every attribute feeding bots, particularly for promotion-related content creation. Here\u2019s just a few examples:<\/p>\n

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  • Notable birthdays or anniversaries: Aside from Nazis, there are lots of other people or events brands should never align with, including corrupt people, notorious criminals, despicable politicians, and more.<\/li>\n
  • National holidays: Commemorating Labor Day is easy. Recognizing a religious holiday is challenging. Honoring a lesser-known religious holiday is fraught with opportunity for missteps.<\/li>\n
  • Items being promoted: The narrative about the Kristallnacht promo above applies quite clearly here.<\/li>\n
  • Approved word clusters, phrases, content that internal or agency teams devise: Every word matters, so look at them with a highly critical eye.<\/li>\n<\/ul>\n

    In short, analyze EVERY attribute and think through every eventuality you can imagine. It\u2019s essential to have human intervention on the front end to source, sort, prioritize, and hand-pick the attributes to be used. Think critically about each one. Seek input from colleagues or other sources who might know better. Young people might not fully appreciate the horrors behind the name Pablo Escobar or the impact of Jack Ruby, while older marketers might not understand controversial figures in today\u2019s pop culture such as Brett Cooper, Andrew Tate, or Amber Heard.<\/p>\n

    Second<\/strong>, QA the heck out of your AI content. Quality testing is essential \u2013 and it can\u2019t be done just once. Consider some form of ongoing pre-publish test. If volume permits, have a non-public test post or message drop to team members for review. Or consider a randomized weekly non-public run and analysis of the AI content. Human intervention at every point is really helpful. Yes, that might defeat the time-saving purpose to some extent, but you can be damn certain that someone at KFC in Germany is wishing they had instituted some sort of pre-publish checkpoint.<\/p>\n

    Third<\/strong>, regularly watch the news and pay close attention to world events. From the invasion of Ukraine to the death of the Queen, or a hurricane making landfall to a human tragedy in Thailand, there are moments when AI content (or marketing, in general) can create additional brand-denting moments. Consider the geos marketed to, nature of products being pushed, cultural sensitivities. Attributes that are perfectly fine one day might be deeply offensive the next because of a tragic or controversial event.<\/p>\n

    \"HAL<\/p>\n

    As a brand starts down the road of tapping AI content, take baby steps. Establish some guardrails on the machines. Most of all, never adopt a \u201cset it and forget it\u201d attitude about the machines.<\/p>\n

    Content Strategy: Good-Better-Best<\/h2>\n

    Finally, have a plan for when and when NOT to use AI content. The routine stuff that pulls variables and attributes to create the day-to-day general interest stuff is possibly a good place for machines. Remember the example above regarding college football bowl projections? Perfect place for such content. Low risk, high reward.<\/p>\n

    A middle ground exists in which AI generated content is used for the shell and human content creators add the value, context, and more. Such content can be effective for general blog posts, newsletters, internal updates, and other communications.<\/p>\n

    Then there\u2019s the need for BEST. Applying AI content, in any form, to thought leadership campaigns, for example, is most likely a fool\u2019s errand.<\/p>\n

    Elevating an individual to becoming truly an industry-leading authority requires deep, authoritative content. It requires human analysis of the subjective areas that exist between data and outcomes. Achieving a level of authority requires alignment of exceptional content creation, journalistic integrity, irony, humor, sensitivity, nuance. Until the machines learn all of that, which has taken generations of human experiences, the need for exceptional human-generated content will always have its place.<\/p>\n

    The same holds true for countless content needs surrounding all stakeholders \u2013 internal and external. Don\u2019t skimp when your brand or your business depends on reaching people to the core of their being. Human-to-human connections must be genuine from inception through delivery.<\/p>\n

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