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10 Challenges Entrepreneurs Face When Implementing AI in 2023 [New Data + Tips]


It’s no secret that embracing AI can include a variety of advantages in your advertising and marketing crew — issues like job automation, time and value financial savings, elevated productiveness, and extra. Regardless of these evident advantages, there’s a lingering reluctance amongst many entrepreneurs to include AI into their methods.

ai challenges represented by a hand holding a sad face and a lightbulb for sparking new ideas

In our report, The State of AI in Advertising in 2023, we discovered that solely 35% of entrepreneurs use AI of their position. So, we needed to dive into the challenges that entrepreneurs face when working with AI and discover methods to bridge the hole.

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We’ll additionally spotlight skilled perception from trade leaders so you may learn to deal with these challenges and harness the facility of AI in advertising and marketing.

Desk of Contents:

The ten Greatest Challenges When Implementing AI

Together with the advantages of utilizing AI in advertising and marketing outlined within the picture under, the challenges of implementing AI in advertising and marketing are huge.

benefits of using AI in marketing

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This consists of challenges associated to the AI methods themselves, processes, crew buy-in, and extra. We‘re working by means of the largest challenges and the information that justifies these day-to-day challenges. You’re not the one one feeling the wrestle.

Listed below are 10 frequent challenges with regards to AI in advertising and marketing.

biggest AI challenges for marketers

1. Hampering Creativity

64% of entrepreneurs share a standard concern — they consider that generative AI will alter (40%) or hamper (24%) the creativity of those that use it.

Deloitte Insights discovered that 42% of high-growth firms depend on advertising and marketing for his or her most artistic concepts: “Whereas artistic concepts can come from any of those sources, the CMO is typically greatest positioned to be the champion of figuring out and activating these concepts throughout the enterprise.”

With Deloitte Insights’ findings in thoughts, the notion of hampering creativity is a sound concern. We’d like advertising and marketing groups to really feel artistic. However, can AI and advertising and marketing creativity be achieved? We predict so.

Deloitte Insights found that 42% of high-growth companies rely on marketing for their most creative ideas
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In our advertising and marketing and AI survey, 36% of entrepreneurs agree that Generative AI will increase the creativity of those that use it.

Maybe the important thing to overcoming the problem of hampering creativity is entrepreneurs utilizing these instruments to get artistic juices flowing.

2. Over-Reliance

Over-reliance on AI instruments is on nearly each marketer’s thoughts.

The overwhelming majority of these surveyed (88%) agreed that entrepreneurs ought to use generative AI. Nonetheless, 67% stated that entrepreneurs ought to keep away from turning into overly reliant on it.

The problem of turning into too reliant on AI could account for 47% of partially automated buyer journeys, in response to Ascend2.

The challenge of becoming too reliant on AI may account for 47% of partially automated customer journeys, according to Ascend2.
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If it does, there is a case that AI can nonetheless automate advertising and marketing to a point. In any case, 47% of automated customer support is 100% higher than none.

3. Further Time Commitments

You want a wonderful enter if you would like a sound output from AI. Which means it’s essential know what to ask for based mostly in your targets.

Prompting AI for advertising and marketing is one more factor so as to add to your swelling to-do checklist.

Like every new talent, prompting AI must be realized and practiced. The excellent news is that the time taken to immediate and use AI could also be a case of short-term ache for long-term acquire.

Primarily based on our analysis, should you can immediate AI to ship generative content material that you simply’re joyful to publish, you possibly can save as a lot as three hours and ten minutes when engaged on a single piece of selling content material from begin to end — not dangerous.

4. Creating Working Processes

A contributing issue to the problem of time constraints with regards to implementing AI is creating processes. However, navigating the challenges of AI can be simpler with a working course of.

For those who use AI, you need all crew members to work with it equally. An AI course of is required to assist get rid of bias and guarantee every part is fact-checked, and it naturally supplies greatest observe suggestions to make use of AI instruments effectively.

AI content marketing workflow
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5. Inaccurate Data

In our state of AI in advertising and marketing analysis, we discovered that one of many prime challenges for entrepreneurs implementing AI is pushback relating to inaccurate data.

It is unsurprising, contemplating nearly half of the entrepreneurs surveyed have acquired incorrect data from generative AI.

Little question, for conscientious entrepreneurs, producing inaccurate data is a sound concern and will trigger points for model popularity and model/client relations.

6. Poor High quality Content material

Just like the problem above, poor-quality content material is a priority for conscientious entrepreneurs. However, there’s an argument that this doesn’t have to be a problem.

Creating content material is the second most typical job entrepreneurs use generative AI for. 45% of entrepreneurs surveyed use AI for content material creation, together with writing, photos, and concept era.

The highest three makes use of for generative AI in content material embrace:

  • Getting concepts/inspiration for advertising and marketing content material – 22% of entrepreneurs
  • Summarizing textual content into key factors – 21% of entrepreneurs
  • Writing copy and creating photos for advertising and marketing content material – 20% of entrepreneurs

7. Privateness and Information Evaluation

Equally to the above, there are nonetheless large issues about privateness and knowledge evaluation.

In terms of knowledge evaluation, entrepreneurs use AI to research buyer knowledge and perceive consumer conduct. It brings its personal set of challenges.

8. Job Alternative

The fear about job alternative has been round for some time, and it’s comprehensible.

In 2017, a McKinsey report studied concerns across the office in 2030 and the way AI would possibly influence it. The report estimated that “between 400 million and 800 million people might be displaced by automation and wish to seek out new jobs by 2030.”

The excellent news is the findings are but to return to fruition. However the worry remains to be there. You would possibly discover some pushback when implementing AI along with your crew in the event that they’re frightened about job safety.

In 2023, the topic of job alternative and AI is far more optimistic. Mike Maynard, the CEO at Napier, revealed an article titled Will AI Lead To The Finish Of Advertising Jobs? in Forbes.

Maynard stated, “AI will inevitably substitute sure points of conventional advertising and marketing, however by and huge, it’s going to in all probability be the tedious, mundane duties, like analytics, that the majority of us aren’t significantly captivated with anyway.

‘The reality is that though AI can doubtlessly automate sure duties and enhance effectivity, it’s unlikely to fully substitute advertising and marketing groups for the foreseeable future.’

There are causes to consider that AI is right here to resolve duties and can by no means substitute human groups in advertising and marketing. Naturally, advertising and marketing leaders have the problem of convincing groups that their jobs are protected.

9. AI Bias

AI bias is a problem that the majority entrepreneurs ought to concentrate on.

Finally, AI will all the time be biased as a result of people are biased. Advertising leaders have to have a plan to rise to the problem of groups inputting bias right into a system.

Bias is a severe consideration and challenges for enterprise, and the influence of information bias could be severe. DataRobot’s 2022 survey discovered that the influence of information bias may end up in as a lot as 62% misplaced income.

DataRobot’s 2022 survey found that the impact of data bias can result in as much as 62% lost revenue

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10. Holding Up with New Developments and Applied sciences

The sector of AI is continually evolving, and it’s rising quick. Entrepreneurs can really feel overwhelmed maintaining with the most recent developments and applied sciences.

It’s laborious to know what to strive, prioritize, and make investments your time into. This problem is especially overwhelming if in case you have enterprise heads pushing your crew for extra.

12 Suggestions for Implementing AI

Okay, now we all know what a few of the greatest challenges are, let’s learn how to beat them in a approach that helps you attain your advertising and marketing goals when you reap all of the AI advantages you’ve heard a lot about.

Listed below are 12 suggestions that will help you just do that.

tips for implementing AI

1. Implement AI insurance policies.

Dan Robinson, Head of Advertising and e-Commerce at instantprint, recommends that companies implement and implement AI insurance policies to assist easy AI implementation.

The options he‘s built-in into instantprint’s AI implementations embrace:

“Workers should adhere to the rules we‘ve set out. We nurture an surroundings of belief but additionally present our crew with the foundations and rules they want to concentrate on to make use of these instruments successfully and safely. Our ‘AI Code of Conduct’ is about out by every platform we use, with do’s and do not for every device.

“We wish to make our AI coverage a collaborative house. These utilizing AI and different fashions will get to know the platforms in nice element. Making insurance policies a shared effort signifies that we’re extra more likely to have guidelines that can work for our crew, developed by our crew, except authorized and moral frameworks as an ordinary.”

What we like: Robinson doesn‘t deny the significance of AI insurance policies which are authorized and moral however doesn’t cease the crew from including their ideas. With a collaborative effort to develop insurance policies, you’re extra more likely to get buy-in from crew members.

2. Begin with low-risk AI implementations.

Rosella Dello Ioio, Head of Content material at Enate, says, “Companies must be clearly defining the information they’ll and might’t share with private and non-private AI fashions. Contemplate hiring a Chief AI Officer to take the lead on safety and governance inside the enterprise.

“As soon as the foundations round these challenges have been clearly established, start rolling out GenAI in your advertising and marketing division by figuring out all of the folks whose job entails creating (writing, designing, and constructing) and allow them to discover the very best AI co-pilot for his or her duties.

Artistic roles similar to Copywriting and Graphic Design are comparatively low-risk when it comes to delicate knowledge versus a CRM Supervisor who desires to make use of GenAI to research buyer suggestions and complaints.

Take a look at and procure low-risk instruments to assist these artistic people in boosting productiveness and slashing the time spent on mundane duties whereas guaranteeing governance protocols are adhered to.”

What we like: It is justified for entrepreneurs to be involved about knowledge and evaluation by AI instruments, however Dello Ioio has discovered an answer that enables advertising and marketing leaders to begin implementing AI in a approach that feels manageable and protected.

Typically, step one is probably the most difficult, and as soon as leaders get rolling with AI, they might be impressed to strive extra.

Take a look at HubSpot’s AI content material assistant for low-risk AI experimentation. It’s free to demo, and you’ll write content material, create emails, touchdown pages, and extra.

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3. Leverage AI alongside your current tech stack.

Cassey Bowden, Director of Advertising at Promet Supply, recommends that advertising and marketing leaders take into account new AI instruments with current tech and your gifted crew.

She says, “When used successfully together with different instruments and expertise of our respective groups, the door is large open for prospects. I’d encourage of us to take a look at AI as an assistive device of their digital toolbox.

Those that will see the very best outcomes and notice probably the most advantages of AI, in my view, can be those that view this tech by means of a Venn diagram lens. Leveraging this tech alongside along with your current tech stack along with your expert crew, the place these overlap, is the place we’ll discover success.”

What we like: Bowden’s tip might assist advertising and marketing leaders shut the hole on challenges that hamper creativity. If AI is used as well as to your expert crew, then there’s every part to realize by means of collaboration.

Contemplate taking the very best of AI and the very best of that all-important human contact and discover the areas the place they’ll greatest assist one another.

4. Discuss to your crew.

Communication is, after all, every part! In terms of AI, advertising and marketing leaders can get rid of lots of AI challenges with crew buy-in and communication.

Jessica Packard, Content material Technique Supervisor at ClockShark, discovered that some reassurance allowed her crew to see AI for what it’s; a advertising and marketing device that may help their workflow.

Packard says, “Initially, my crew of copywriters was apprehensive about how AI might doubtlessly substitute their work within the group.”

She continues, “The worry was comprehensible, nevertheless it was essential to reassure them that the AI instruments are nonetheless underdeveloped and so they can’t create copy that efficiently engages readers on an emotional degree as people do.

It’s additionally essential to indicate them how leveraging AI could be helpful to their work, from brainstorming content material concepts to assist writing artistic titles and meta descriptions.”

Montse Cano, Worldwide search engine marketing & Digital Advertising Guide at Montserrat Cano, shared related suggestions for overcoming AI challenges. She follows a set of questions and makes use of AI in a approach that helps groups.

She shares her course of, “We establish what wants we’ve got in our crew that we might meet by utilizing AI. Is it code era, textual content content material concepts, or photos? Then, assess present sources to check and validate outputs, i.e., do we’d like any coaching, rent another person.”

Johannes Larsson, Founder and CEO at Johannes Larsson, provides to the significance of communication with an onus on common comms and empowerment.

Larsson says, “We recurrently talk with our crew about the advantages of AI and the way it can empower them somewhat than threaten them. We additionally purpose to offer coaching and sources to assist them develop new expertise and increase their data in areas the place AI is concerned.”

What we like: It may appear easy to recommend communication, nevertheless it’s simply forgotten whenever you’re all busy at work. Cano, Packard, and Larsson have acknowledged the why behind crew challenges and advisable how one can clear up this problem by means of communication, reassurance, and future coaching.

5. Take a look at AI along with your crew.

According to the significance of speaking to your crew, Kevin Miller, co-founder and CEO of GRO, encourages entrepreneurs to enhance their workflow effectivity with AI.

He began with a stable purpose, enhancing his crew’s effectivity by 400%, and labored along with his crew to doc AI success.

Miller shares his story, “We experimented with ChatGPT earlier this yr to enhance writing effectivity for long- and short-form content material creation.

For our purchasers, we wish to produce the highest-quality work attainable to assist them develop their area authority and on-line site visitors, so automation was a pure technique to pursue that purpose. That being stated, it is not a one-stop-shop device.”

He continues, “Aiming to enhance workflow effectivity by 400% by leveraging AI instruments, we requested writers to adapt their workflows and provides suggestions on how properly ChatGPT helped enhance their writing and deliverability.

Though we didn’t hit these marks due to many pure obstacles and limitations of the software program, we elevated workflow effectivity by 200% by means of content material templates and analysis help.

ChatGPT is unbelievable for content material era and evaluation, however can‘t do the work alone. It’s nonetheless part of a lot of our writers’ workflows to make use of as they see match, and I’m assured that it’s going to proceed to develop in capability and use.”

What we like: Miller and his crew have experimented with ChatGPT and actively discovered that AI can enhance crew effectivity. We particularly like the extent of involvement Miller’s crew had in AI experimentation.

Together with his crew reporting again on their AI suggestions, we really feel Miller was extra more likely to get buy-in from crew members.

6. Get your processes locked down.

Adam Smith, founding father of The Content material Machine, has mastered AI prompts. His check web site was simply 30 days outdated and boasted over 36,000 clicks and over 1 million impressions. All of his content material was created utilizing AI.

Adam Smith, founder of The Content Machine, has mastered AI prompts. His test website was just 30 days old and boasted over 36,000 clicks and over 1 million impressions. All of his content was created using AI.

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Smith says, “I’m utilizing completely un-edited AI content material, straight from ChatGPT. There is a huge false impression that AI content material is garbage or rubbish.

Nonetheless you may create useful content material should you get your ChatGPT processes locked down! You are not going to be creating high-quality content material with ‘write me a 1,500 phrase article on x subject’ sort prompts.”

In line with Smith, there’s extra you are able to do to enhance the standard of content material, he advises you, “Add distinctive photos, add inside hyperlinks to different contextually related weblog posts, add as a lot schema as attainable, and embed associated YouTube movies.”

What we like: With a well-thought-out prompting course of, Adam Smith has proved that AI content material could be useful, and it could possibly rank. (And it’s even higher when the information backs up the claims.)

7. Discover the areas the place AI is only.

Utilizing AI does not must be an all-or-nothing situation. Yow will discover the alternatives or duties that AI is most able to fixing; then you are able to do the remaining.

Sara Cooper, Director of Internet Technique at SimPRO, discovered that her crew discovered AI most helpful at producing headlines or sections of copy.

Copper says, “One of many greatest challenges has been feeding AI the precise directives to get the output we’re in search of and studying to not ask for an excessive amount of from AI upfront.

For instance, because the crew has began to leverage AI to generate extra content material throughout our web site, it‘s clear that it’s only when supporting the personalization of headlines or sections of copy somewhat than producing entire touchdown pages from scratch.”

Jessica Ruane, Senior Content material Supervisor at Beekeeper, echoes Cooper. Ruane says, “A giant problem that surrounds AI is successfully using it in Content material Advertising. Firms are positively utilizing AI to various levels through the content material creation course of.

Some could also be totally writing content material with using AI, whereas others are using it for analysis and inspiration. The easiest way to implement AI in content material is — slowly. Deal with the ‘voice’ that you simply’d like to make use of, and experiment with rewriting phrases to get began.”

What we like: Ruane and Cooper agree that there’s a spot for AI in content material writing. Equally, they’re each seeing the position of AI differ based mostly on what entrepreneurs discover extra helpful. Think about using AI for various duties and discover what works for you and your crew. AI doesn’t have to jot down every part.

8. Experiment rigorously.

Sofia Inga Tyson, search engine marketing Content material Editor at Juro, resolves the AI problem of high quality and model with cautious experimentation and full disclosure to key stakeholders.

Tyson says, “There are actually issues about using AI in content material methods diluting the standard and total authority of the web site.

Companies are sometimes eager to experiment with AI to scale their content material manufacturing however content material writers are naturally fearful that AI-generated content material at scale could have a detrimental influence on the efficiency of current, expertly crafted content material.

I believe it’s actually essential to handle stakeholder expectations on this regard and be sure that these dangers are disclosed to different decision-makers within the enterprise that may be encouraging this strategy for aggressive development.

I additionally assume it’s essential to be cautious about AI-generated content material as a result of the true influence gained’t be felt instantly. It might be months and even years earlier than the content material is evaluated negatively based mostly on the standard or use of AI.

Any experiments must be simply that – cautious, intently monitored and saved at a scale meaning it may be reversed if wanted. I believe this strategy will convey lots of content material writers consolation because it demonstrates that you simply’re approaching using AI with warning, not carelessly jeopardizing the web presence you have got already.”

What we like: Tyson’s holistic strategy to AI covers model popularity, the crew, and stakeholders. She considers the will to leverage AI with the wants of the crew who use it. We love the reassurance for all concerned when experimentation is monitored rigorously.

9. Monitor high quality and accuracy.

When you’re arrange and utilizing AI, you don’t wish to neglect the all-important high quality test.

Annika Haataja, Head of search engine marketing at Seeker, says, “As you increase your use of AI, don‘t neglect to observe high quality and accuracy. Everyone knows that AI can generally make errors, which can damage adoption if groups don’t belief the outcomes.

Have folks assessment a pattern of AI output to catch errors, and empower them to place confidence in their very own experience within the course of.”

What we like: Diligence round AI output might decline as groups develop into snug with AI utilization. Haataja reminds us to remain conscious of high quality and accuracy as AI adoption scales, an essential reminder for all of us.

10. Refine your knowledge sources.

Simon Brisk, Director at Click on Intelligence Ltd., discovered AI bias a problem. Apparently, they discovered higher knowledge as soon as his crew refined the information sources.

He says, “One vital problem we‘ve confronted at Click on Intelligence when integrating AI is guaranteeing knowledge integrity. AI fashions are solely nearly as good as the information they’re educated on. Inaccurate or biased knowledge can result in misguided advertising and marketing selections.

“As an example, whereas analyzing consumer conduct for an e-commerce consumer, skewed knowledge initially instructed a choice for a selected product line. Solely after refining knowledge sources did we notice a extra holistic choice pattern, thereby recalibrating our advertising and marketing technique.”

What we like: Brisk’s expertise with AI bias exhibits the potential influence and the answer. By recalibrating knowledge sources, Click on Intelligence might recalibrate its advertising and marketing technique based mostly on dependable knowledge.

11. Keep aggressive.

The world of AI is growing quick. Chris Stott, Director at Seven Advertising, recommends staying forward of AI developments.

He says, “Staying forward of the competitors is paramount. It is important for us to constantly ship distinctive worth. This implies rigorously testing all AI software program to maintain us on the innovative and assure that we offer top-tier outcomes to our purchasers.”

What we like: Incorporating AI into your methods could be thrilling and empowering. Testing AI from a spot of experimentation is an effective way to discover AI capabilities along with your crew. You’ll quickly get a really feel for what helps you and what you may dwell with out.

12. Overcome knowledge integrity and alter administration.

Jessica Shee, Senior Tech Editor and Advertising Content material Supervisor at iBoysoft, shares the significance of overcoming knowledge integrity and alter administration.

She says, “Change administration and knowledge integrity are two vital obstacles to implementing AI in advertising and marketing. For correct AI-driven insights and decision-making, it’s important to make sure high-quality, pure knowledge.

Misaligned knowledge may cause inaccurate forecasts and ineffective advertising and marketing campaigns. Put money into knowledge cleaning, validation, and knowledge integration instruments to deal with this problem.

Change administration is an extra impediment. Integrating AI can disrupt current workflows and require crew members to amass new expertise. Clear communication about the advantages of AI and coaching crew members to domesticate acceptance and proficiency are vital for a easy implementation.

Working with AI specialists, integrating groups in decision-making, and beginning with trial tasks can assist combine AI whereas resolving difficulties. A scientific technique, continuous coaching, and clear communication guarantee a smoother transition and optimize AI advertising and marketing advantages.”

What we like: Shee acknowledges that you simply don’t must do every part alone. You’ll be able to usher in specialists and begin with trial tasks to assist assist your crew by means of AI implementation challenges.

What’s stopping you from implementing AI?

Contemplate this: 70% of entrepreneurs take into account it simple or considerably simple to measure the success of selling automation, so give it a go.

Within the worst case, you‘ve run an experiment (and isn’t that what advertising and marketing is all about?), and in the very best case, you’ve got obtained the information to assist the success of your AI endeavors. Getting buy-in out of your crew or stakeholders can be simpler once they know AI drives advertising and marketing goals.

Plus, with the highest suggestions from advertising and marketing leaders, you’ll begin with the absolute best insights to make AI and advertising and marketing an absolute success.

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