Generative AI Has Come Quick: What’s Out, What’s Coming, and What to Consider.

A table of Generative AI tool options.

ChatGPT was released to the public six months ago and quickly became the fastest application to reach 100 million users. OpenAI reached this milestone in just two months compared to TikTok’s 9 months and Instagram’s 2 ½ years.

The result of this enormous attention is that the world has quickly become aware of the advanced capabilities of generative AI. As of March 2023, 87% of consumers had heard of AI and 61% somewhat understood what generative AI is and how it works.

ChatGPT generates text from text prompts through a chatbot, but that’s not all generative AI can do. The popularity of ChatGPT also brought attention to OpenAI’s image generation tool. DALL-E 2 generates images from text prompts through a chatbot.

A table listing and describing generative AI integration in major software platforms.
Which generative AI tools will you use for digital and social media marketing?

Despite the mass attention, AI tools have been around for years.

I first wrote about AI in a 2019 post “Artificial Intelligence And Social Media. How AI Can Improve Your Job Not Steal It.” In it, I talked about how AI was being used in algorithms, automation, machine learning, natural language processing, and image recognition.

That post also talked about how AI was used in chatbots to simulate human conversion, in predictive and prescriptive analytics, and in content generation. Examples included Patern89 which has been using AI to analyze content combinations and placement for optimization since 2016. Another example was Clinch which has used AI for content automation and personalized dynamic ad content across channels for years.

Since ChatGPTs release, there’s been a race to integrate generative AI.

The race began with ChatGPT being added to Microsoft’s Bing search engine. Then Google announced plans to integrate its generative AI Bard into Google search. Other platforms quickly announced integrations with OpenAI’s ChatGPT and Google’s Bard such as Salesforce, Hootsuite, HubSpot, and Adobe. Microsoft and Google are even integrating ChaptGPT and Bard into Microsoft 365 and Google Workspace office software for writing, spreadsheets, and slides.

Yet they’re not the only options. Other generative AI tools include Jasper.ai and Copy.ai, for writing, and Midjourney and Stable Diffusion for image generation. Tools like Synthsia generates videos with human avatars and professional voiceovers from text prompts. Other examples of generative AI are summarized below.

  AI content generation tool uses:

  • Content research/Data collection
  • Brainstorming/Idea generation
  • Copywriting/Copyediting
  • Summarizing/Note taking
  • Image (photo/illustration) generation
  • Video clip/Podcast clip generation
  • Transcript generation/Automated post prep
  • Ad/Post variation generation
  • Video generation
  • Podcast/Voice over generation
  • Presentation generation

Generative AI tools come with new skills and considerations.

A new skill with these next gen tools is prompt writing. Prompts are the natural language used to ask a generative AI tool to produce something. More descriptive specific prompts produce better results like prompts that describe the tone of writing or style of an image. Yet be mindful potential of copyright issues with prompts to create text or an image in the style of a famous person without their permission.

A new consideration is the data set from which you train AI. Generative AI tools like ChatGPT are trained on data from the open internet. This is what makes it so powerful, but this is also what can lead to copyright issues and sometimes create bias or incorrect results.

Other AI tools like Jasper.ai allow you to train on a specific dataset. For example, a brand could upload all its previous materials to establish a brand voice to write new copy. Adobe’s Firefly draws from Adobe’s stock library and tracks creator images used to ensure copyright compliance.

With the explosion of AI comes limitations and cautions.

Despite the mass adoption, this technology is in its early stages. There hasn’t been a lot of testing. Regulations, laws, and professional standards have yet to be developed. HubSpot suggests the following limitations, cautions, and warnings in using generative AI tools.

  Cautions when using generative AI:

  • AI can’t conduct original research or analysis.
  • AI can get things wrong so you must fact check.
  • AI doesn’t have lived experience and human insight.
  • AI doesn’t ensure quality, strategy, and nuance.
  • AI can contain biases that are not caught by filters.
  • AI can have plagiarism and copyright issues.

Despite these cautions, alarm over societal harm, and escalating calls for regulation, the AI race is on. Even while companies, government, and scientists raise concerns, companies continue to integrate AI into mainstream products and services. Below is a sample of what’s been released or announced thus far.

Examples of Early AI Content Generation and Automation Tools in Major Platforms.

Platform Tool Function
Hootsuite OwlyWriter AI Generates social media captions from URLs in different tone or voice, content ideas from prompts, auto recreation of top posts, and calendar events copy.
HubSpot Content Assistant Generate copy for blog posts, landing pages, emails and other content from idea to outline and copy generation.
ChatSpot Conversational bot that automates CRM tasks including status updates, managing leads, finding prospects, generating reports, forecasts, and follow-up drafts.
Salesforce Einstein GPT Auto-generates sales, service, and marketing tasks, content, targeting, messaging, reporting and personalization across channels.
Adobe Firefly Generate images, fill, text effects, and recolor from text prompts plus create content, and templates and edit video with simple text prompts – some inside Creative Suite.
Sensei GenAI Automates tasks, optimizes and generates content and content variations across channels in Adobe’s Experience Cloud marketing platform.
Canva Magic Write Generates copy, outlines, lists, captions, ideas, and drafts from text prompts.
AI Image Generator Generates images from text prompts and various styles and aspect ratios.
Meta AI Sandbox Tools that generate multiple versions of text and backgrounds, plus autocropping creative assets for various ad formats on Facebook and Instagram.
Grammarly GrammarlyGo
Generates writing and revisions relevant to tone, clarity, length, and task via text prompts in documents, emails, messages, and social media.
Microsoft Microsoft 365 Copilot Generates tasks, content, documents, presentations, spreadsheets, emails, reports, summaries, updates across Word, Excel, PowerPoint, Outlook and Teams via text prompts and Business Chat.
Google Google Workspace Bard Generate drafts, replies, summaries in Gmail, drafts, summaries, proofs in Docs, images, audio and video in Slides, auto analysis in Sheets, and notes in Meet.

Do Consumers (Your Customers/Target Audience) Want AI?

Another consideration with artificial intelligence is the value consumers may put on human generated content and transparency in the use of AI. I began this article by saying that 87% of consumers are now aware of AI. In fact, 4 in 5 of them are convinced that it is the future.

Yet knowing something is the future and wanting that future are different things. The same consumer survey reveals that 3 in 5 (60%) are concerned or undecided about that future. What people are most concerned about is that AI will change what it means to be human.

As marketing communications professionals we need to stay up to date with all these technology advancements. We should use the latest tools to improve our profession and results for our business or clients. But we should also ensure that new technology is used responsibly and transparently.

Over 77% of consumers say brands should ensure biases and systems of inequality are not propagated by AI-based applications. Over 70% believe brands should disclose when they use AI to develop products, services, experiences, and content.

You Decide How To Best Use AI.

At its best, AI can help with the mundane, repetitive tasks of social media and digital marketing management. At its best, AI will enable you to focus on higher level strategic thinking. At its best, AI will not replace humans, but enable us to be more human.

It’s been 6 months since generative AI was brought to mainstream awareness. Companies are rushing to integrate this technology into everything they do. While we wait for regulations, laws, and professional standards to catch up, let’s use our own judgment in deciding when, where, and how best to use it.

This Was Human Created Content!

Visualize Your Marketing Strategy To Form A Solid Foundation For All Marketing Communication.

Social media actions and even plans can exist on their own, but without having an understanding of the marketing and business behind them, they could be acting in vain. Even communication focused disciplines such as advertising and public relations now acknowledge the need for broader marketing and business knowledge. Incite’s State of Corporate Social Media report of global corporate social media professionals found that 90% say social media is an important part of their marketing strategy and 80% say that social media is an important part of their business strategy.

To help understand how social media fits into the bigger picture of marketing and business I have created a visual template for a basic marketing strategy that emphasizes the consumer perspective. This template can help improve social media efforts by providing an understanding of the larger marketing and business perspective. It can help you speak the language of business.

To be honest most C-Suite executives probably don’t care about followers and engagement rates. To get approval and funding for social strategies you need to translate social media action into broader business goals such as sales, market share, awareness, customer retention, leads, etc. The template can also help create a new marketing plan or help plan the marketing piece for a startup. See below, but also download a free PDF here.visualmarketingstrategytemplate-blankVision/Mission: Why do you exist? To make money is not a sustainable answer for employees or customers. What does the company behind the product/service stand for and where are you headed? Think: solving a greater problem, spreading a bigger message, supporting a cause, community, the environment or being the absolute best at something specific.

Back Story: People buy for rational and emotional reasons that can come from your origin story. Show your human side of starting in a garage, using your last $5, making a childhood dream come true, an event that put the cause on your heart, something you couldn’t get as a customer, happy accident, etc. Even big companies showcase their humble roots.

Business Objectives: All marketing action must help support business needs such as sales, average spend, market share, leads, contracts, awareness, customer satisfaction, retention, referrals, volunteers, donations, etc. To do this a marketing plan must start with those specific objectives clearly defined. Make sure they are SMART: Specific (quantified such as XX% or $XX), Measurable (data you can access), Achievable (not too high), Relevant (support vision/mission), Timely (due date like X months or X years).

Products/Services: List product and service offerings, lines and versions. Describe them from the consumer’s perspective turning product/service features into consumer benefits. Look for gaps in product lines and offerings from your company, but also competitors. You may need to return to this section after industry, target market and competitor analysis.

The next section focuses on situation analysis, with important areas such as industry, competitors and target market plus elements of the marketing mix or Four Ps. The important part is converting everything to the consumer’s perspective and summarize by answering the customer centric question in each section.

Industry Overview: Is the industry/category growing or declining? What innovations and trends are important? Are there gaps in offerings? What do consumers care about most? What are their pain points? Threats? Opportunities? Sum this up by answering the question, “What is their unmet need?”

Target Market: Clearly define the group most likely to have this need with demographic (gender, age, income, education), psychographic (attitudes, values, lifestyle) and behavioral (products used, brand loyalty, usage) bases. From this answer the question, “Who needs it the most?”

Key Competitors: Identify several top competitors by market share/sales in same industry and/or by replacement products/services outside the category. What do you offer that is different? With this understanding summarize, “Why should they pick you?”

Distribution Channels: What are the convenient ways the consumer can get the product/service: A single channel or multiple channels; Your own or through partners like retailers or brokers; Online or physical store? Try to determine, “Where do they want it?”

Pricing Strategy: Will the consumer pay a premium or look for the lowest price? Do they want to pay per month for access or all at once? Do they need a free version or trial? What forms of payment do they prefer? From this answer, “What will they pay for it?”

Main Message: Try to summarize all the information above into a positioning statement written to the target market. You can follow a template like this, “For the <target consumer> who <state need>, the <product/category> provides <state benefit>, unlike <primary competitor>, the <product> <state difference>.” Boil it all down to answer, “How would you say all this to them in one sentence?”

From here the decision is what consumer touchpoints need to be used to communicate or promote this message to the target consumers. Or from the consumer perspective, “How will they experience this message?”

Advertising: Do paid messages in traditional media such as TV, print, radio, outdoor, newspaper, or local school programs, stadium signs, FSIs, etc. fit your target’s media use and your budget?

Public Relations: Can you make it newsworthy? Earn media coverage from journalist/bloggers, create events, conferences, speeches and publish brand newsletters/magazines for consumer, employee, and community relations.

Digital Marketing: How will they find it online? Start with a user centered website optimized for search (SEO), then consider search ads, content marketing, blogging, email, online ads, video, affiliate and mobile marketing.

Social Media: Where is the target audience active in social media? Look at social networks, blogs/forums, apps, ratings/reviews and podcasts. Look for ways to leverage geo-location, crowdsourcing, influencer marketing, social care, user generated content and native ads.

Direct Response: Consider direct to consumer calls to action in postcards, letters, fliers, catalogs, email, texts (SMS), TV (infomercials), radio and newspaper. Collect or purchase databases of email and/or physical addresses.

Sales Promotion: What special offers could get your target to buy, try or rebuy? Consider discounts, samples, gifts/premiums, coupons, vouchers, competitions, sweepstakes, joint promotions and special financing.

Personal Sales: High involvement products/services may require a salesperson for prospecting, customization of offerings to meet specific needs, demonstration/trial and after sale service to maintain lasting relationships.

Customer Relationship Management: CRM uses databases/software to build long-term relationships with customers for retention, extension and acquisition with special communication, services/offers and rewards often through loyalty programs.

When the forms of communication come together you want to ensure all marketing communication is integrated in message, tone and look (IMC). The final considerations have to do with time and money.

Time Table: Provide a time frame for implementation of marketing recommendations. Some functions must happen before others such as product development, pricing and distribution then promotion. Types of promotion such as Digital, PR, Social Media, Sales and Advertising must happen in a specific order.

Budget: The marketing budget can be determined by one of the following methods: All You Can Afford (what’s left over), Percentage of Sales (% of projected/past sales, consider industry standards), Match the Competition (spend what main competitors spend), Objective/Task (calculate what it will take to meet objectives).

As Philip Kotler says, “You should never go to battle before you’ve won the war on paper.” Whether you are a marketer creating a new marketing strategy for an existing company, an entrepreneur planning the marketing function for a startup or a social pro improving your business intelligence to have a greater understanding of the marketing and business behind an organization this visual marketing strategy should serve as a useful guide.