Author: Michelle Troutman

Michelle Troutman has spent more than a decade crafting attention-getting newsletters and other content for service providers. She specializes in creating standout e-newsletters for law firms and economic development organizations. Her marketing and business administration background and education enhance clear and persuasive copy that speaks to the right clients. Through features in publications like "Attorney at Work" and "Law Fuel," and her e-newsletter and YouTube channel, she inspires service professionals to create engaging content. She enjoys helping businesses that sell their expertise reach their ideal customers.

writing advice

Should You Use AI for Writing? 5 Risks Businesses Shouldn’t Ignore

What do you think surprised me the most about using AI for business writing?

1. It spews copy in seconds.

2. It can say Forbes published an article about author Marjorie Holmes.

3. It doesn’t always think critically or logically, or connect one idea to another without prompting.

If your answer was, “It can write a cold email like Bugs Bunny,” you get bonus points.

But if you guessed #3, you’re right. I had expected AI to be advanced enough beyond taking orders and make connections I hadn’t considered. Instead, I’ve sometimes found myself explaining to it why its own suggestion contradicts what I just told it.

As Spinal Tap’s Nigel Tufnel once said, “There’s such a fine line between clever and stupid.” And generative AI seems to straddle that line. You might also think of the fine line between “AI-assisted” and “AI-generated,” and wonder if it’s OK to mix both.

Should you use AI for writing in business? Magnifying glass hovers over questionable data.

If you use AI to write copy, you won’t spontaneously combust like one of the Tap’s drummers (though I can’t confirm that). But based on using generative AI and my 17+ years of professional content creation experience, I’ve learned you should know its limits and how they could limit your marketing.

Because right now, to turn AI output into quality copy, you need solid editing skills. It’s all part of the AI-U or “human in the loop” philosophy.

For professional services firms, the stakes are higher. Clients expect accurate information, and many professions impose standards of care or conduct. Once published, a polished mistake becomes your firm’s error.

AI is useful for behind-the-scenes tasks like outlining, summarizing, or transcribing. It also helps with lower-risk work such as drafting a follow-up email or a social media post.

If you write blogs or other long-form content for a professional services firm, here’s when you should be cautious about using AI.

5 Reasons Not to Rely on AI for Business Writing

1. When you can’t spot bad writing: In AI-generated content, the “i’s” are dotted and the “t’s” are crossed. But that gloss won’t reflect well on you if you don’t recognize well-written copy. You must have the judgment to know where to edit.

By default, without clear directions, generative AI commits many sins “The Elements of Style” warned us about, namely:

big words
overlong sentences
unnecessary words or sentences, especially when it restates what’s already implied
clichés or AI-isms (aka slop): comparisons like “start”/”stop” or “it’s about…”/”isn’t about…”; “machinations” like “unlock,” “drive,” or “elevate”

Despite what some people believe, good writing uses em dashes — just not too many. Guess where generative AI got that habit.

Beneath the sheen, AI writing also sometimes says little beyond what readers already know.

Example: “Writing engaging newsletter content is essential for keeping your subscribers interested and encouraging them to interact with your brand.”

It’s a clone of your style — more like the android version. The writing resembles you, but lacks your soul — the personality behind your brand — what makes your writing uniquely “you.”

Despite clear prompts, AI is also like that friend who promises not to tell all, but spills anyway. For instance, if you ask AI to write promo for a blog post without giving away everything (known as a curiosity gap), it often spoils the surprise.

Across generative AI platforms, much of the output is similar: writing that reads well, but lacks impact. Knowing the difference between good and bad writing is crucial for creating interesting copy that inspires action.

2. When logic doesn’t make sense: Is the reasoning sound? Does the conclusion follow from the premise?

An AI suggestion can sound reasonable on its own yet lack sense in context or within the bigger picture.

Example: I use AI mainly for editing, which includes checking for missing information.

For a LinkedIn post about avoiding clichés, I told Claude the pointing-finger emoji (👉) is overused. It then suggested the same emoji in later drafts.

Another example: Commenting on an e-newsletter draft promoting my blog about professional services brand messaging, it suggested the same buying triggers apply to service providers and retailers. My blog posits the opposite — that service businesses should be sold differently.

3. When you don’t question the answer: You might have heard that you shouldn’t believe everything you read. Critical thinking questions assumptions and prompts you to double-check claims before accepting them as true.

Logic asks, “Does this conclusion follow?” Critical thinking asks, “Should I believe the premise in the first place?

Example: While editing a post about building credibility with content, Claude suggested I add “(No LLMs used in my client work)” in the call to action to address objections. That opposed my argument about accuracy and honesty, potentially undermining my credibility, as I mainly use LLMs while editing and for blog post images.

4. When you skip the fine print: In professional services fields, accuracy is vital, whether you’re describing tax law, estate planning clauses, or measles symptoms. Generative AI can make things up. Be especially cautious when it doesn’t cite its sources.

When I asked it for quotes, Perplexity, which is usually accurate, would sometimes misattribute or fabricate them entirely.

Example: “Don’t look for love to complete you. Look for someone who complements the wholeness you are already claiming in yourself.” – Atticus

The wrong data doesn’t just look bad — it can create professional and legal risks. Recently, attorneys in Florida and Minnesota have been sanctioned for providing false AI-generated information in legal briefs.

5. When you have questions about the risks of AI use: If you worry that if you use AI, you’ll plagiarize, lose client trust if people notice, or breach client confidentiality, it might not be for you.

When AI use affects trust: Bynder found that 52 percent of consumers disengage from content they suspect is AI-generated.

A 2025 University of Kansas study found that news releases attributed to a human author were rated more credible and the organization more trustworthy than identical AI-attributed releases.

The researchers suggest AI content creators be transparent about its use, take responsibility for any mistakes, edit carefully, and prepare for reader questions or pushback.

AI can produce surprisingly empathic responses. In a study comparing brief responses from Bing Chat and anonymous online strangers, AI-generated replies made participants feel more heard. But their answers changed when they knew the reply came from AI.

Its empathic communication also isn’t rooted in feelings or experiences.

When AI use creates privacy or confidentiality risks: Feeding AI nonpublic client data, like buying habits, can breach client confidentiality in certain industries.
When AI use affects ownership: The U.S. Copyright Office says copyright doesn’t protect purely AI-generated material. An AI-assisted work might still receive protection when a human contributes original expression through creative selection, arrangement, or modification; prompts alone usually don’t establish human authorship.

3 Steps to Take Before You Cut and Paste

1. Check the tool’s current business/privacy terms, data-retention settings, vendor agreement, and your professional obligations.

2. Establish who may use AI, for which tasks, and who signs off before publication.

3. Unless your organization has approved the tool and its data settings, don’t enter confidential client information into a public AI tool, including:

Personally identifying information (such as a name, address, or date of birth)
Unpublished strategy
Contracts
Medical information
Financial records
Proprietary material

An enterprise or business tool might have different data controls and terms.

Should You Use AI For Writing?

AI delivers drafts in seconds. It can’t take responsibility for what those drafts say.

That’s still your job.

For important public-facing content like email campaigns, articles, website copy, or anything else tied closely to your reputation, the right judgment isn’t optional. It’s the quality-control step that protects your brand image.

Let me be the human in your content process, making sure your copy sounds like you to enhance trust and credibility.

GET my FREE CONTENT REVIEW

Do you use AI for your business writing? If so, how? Share your experience in the comments.

QUOTES

“Where AI was found to come up short is in critical thinking and logic, originality, and contextual judgment, with perception studies showing human‑written content scoring dramatically higher on trust and brand resonance than AI‑generated pieces.”

~ David Deutsch, This Beats Both Human Copy and AI Copy

brand messaging strategy, brand voice, branding, writing advice

5 Reasons Why Your Professional Services Branding is Failing (And How to Fix It)

In 2026, clients don’t hire professional service firms because they provide helpful information. Studies show they hire based on trust and specific outcomes.

Another major factor in your content marketing visibility: search and social algorithms now emphasize authority, experience, and engagement. They’re key ingredients for building the trust that influences clients to buy.

Search: It’s now “answer-driven.” Google’s AI search penalizes content that lacks a distinct point of view. Traditional SEO also focuses on E-E-A-T (Experience, Expertise, Authoritativeness, and Trustworthiness).
Social: The LinkedIn algorithm favors trending topics that keep people talking and show your expertise. Lots of “likes” or frequent posting are no longer enough.

So, to win at the content marketing game now, service providers must rise above the sameness that has become standard since before ChatGPT came to town.

Use building trust as framing for how you speak to clients.

You might remember the adage that you have only a few seconds to make a good impression. If you lead with “white bread” copy, you’ve already lost them. Beyond trust building, speaking in a clear voice makes clients curious enough to listen for what they can expect from working with you.

Five Reasons Your Messaging is Invisible

The “same” game: Picture a prospect with six websites open in six tabs. Four of them promise “quality service.” By tab three, the words stop registering — she’s scanning for the promise that shields her business from creditors.

Just because others use stock phrases, it doesn’t mean you should, too. Do they really apply to you or your firm, anyway?

Think less about what you do and more about how you solve clients’ problems. Dig into the details of what you offer.

68% of companies report that brand consistency added 10 to 20% to their revenue growth.
Designrush

Words or strategy?: Professional service firms often treat their website as a digital brochure rather than a sales system or funnel.

Rewriting your homepage copy won’t necessarily fix a failing professional services branding strategy. Part of your strategy is showing the value you offer clients, which helps them trust you. You can convey that in your wording and branding, but it also helps to know the psychological reasons why your clients buy.

Beyond the benefits of working with you, consider how you frame them.

It’s also OK to use emotion to appeal to clients — even in more “buttoned up” industries like law — because we tend to buy based on our feelings, which we back up later with reasoning. No emojis or exclamation points required.

The invisible ideal customer persona (ICP): Professional services branding positioning problems often stem from unclear targeting: when there’s no ICP or one built on gut feelings, not data.

A homepage that tries to speak to a retiring business owner and a young couple writing their first will at the same time ends up speaking clearly to neither.

Who do you help? Define who you serve and narrow your focus. Every engagement is unique: your brand must adapt to different client challenges without losing its voice. Talk to clients and research what they struggle with for a clearer picture of who they are and the problems they want to solve.

Companies with clearly defined ICPs see up to 36% higher conversion rates and 68% higher ROI on targeted campaigns.
CXL

Cognitive load: If you cram eight ideas into 250 words, your readers will look elsewhere. The most authoritative firms explain complex ideas in simple terms.

Here’s an example of a brain-straining tagline:

I work with professionals whose voices have been buried in corporate noise or dismissed as “not strategic enough” — where their expertise is real, but their ability to communicate it doesn’t make an impact. I find what blocks them and help translate their knowledge into clear, confident messaging that positions them as an authority.

A revision that focuses on the outcome:

I help professionals whose voices have been quieted amplify their authority.

Especially with taglines, KISS (keep it simple, stupid) and tell later when you have more room in your article, your book, or your podcast.

Readers decide in the first five seconds whether content is worth reading.
elevation marketing

The AI-voice liability: clichés like “In today’s fast-paced world” or “Unlock your potential” don’t just harm your reputation. Using AI can raise privacy concerns, strain client confidentiality, and put you at odds with industry standards of disclosure.

Designing a Messaging Moat

You’re not the Coca-Cola of consultants. Buyers don’t want a “full-service” firm. They want one that understands their challenges.

Before the Industrial Age, everything was handmade, from the food people ate to the clothing they wore. Professional service firms work the same way. They offer custom services, not mass-produced products.

Professional services sell on outcomes and behavior. A professional services brand strategy should focus on showing specific results clients can expect, not vague benefits, like how your service works (as in product marketing). Emphasize what you deliver regularly — busy or not.

Example: We foster brand engagement.
Reframed: We stop your website from sounding like everyone else’s.

Questions to Ask to Show Your Expertise

What do you do consistently well that no one else does?
How did you solve that problem for someone? (Reviews are often a popular way to show how, but you don’t have to name names. You can do this in a way that protects client confidentiality.)

“Whatever it is, it should be authentic, valuable, and hard for others to claim.”
brandrusso

If your messaging is vague, you attract the wrong people, wasting time on discovery calls with “looky-loos.” If you resemble everyone else, you must compete on everything, including price. You become the product, not the service provider.

So, don’t be like white bread. Add some flavor to your marketing mix that reflects who you are, like the nuttiness of rye or the tanginess of pumpernickel.

Lean into your authentic voice; don’t be afraid to say what you think rather than playing it safe by stifling an unpopular opinion in your industry. Whether or not people agree with you, as a thought leader, part of standing out is being brave enough to get attention.

Professional Services Branding FAQs

1. What is an example of service branding?

The famous consulting firm McKinsey & Company is a prime example of service branding. Their reputation lets them command premium prices.

McKinsey doesn’t say “We provide quality consulting services.” They call themselves “The world’s most distinguished firm of management consultants” that creates “the change that matters.” Their proprietary research (like the McKinsey 7S Model) backs their expertise.

That’s what professional services branding should look like: specific positioning + demonstrated expertise + measurable outcomes.

McKinsey has also faced controversy, like when they consulted for Purdue Pharma, maker of OxyContin. But despite the scandals, corporate executives and government officials keep seeking McKinsey for advice.

2. What are the 7Ps of service marketing?

To help you define the quality behind your services, this model expands on the 4Ps of marketing:

1. Product: The service being offered (consulting, accounting, law practice, etc.): the behavior and outcomes customers can expect.
2. Price: The value clients will get for the service, priced based on the custom results a firm delivers, which can include subscriptions or tiered packages.
3. Place: Where a firm delivers the service (online, in-home, in an office, etc.).
4. Promotion: How a firm markets its services to its ideal clients (online ads, direct mail, word-of-mouth).
5. People: The providers or staff who work with clients, which affects their overall experience.
6. Process: How the firm delivers its services.
7. Physical evidence: Where and how the firm delivers its service.

Your Messaging Audit Test

If your content fails these, you have less of a writing problem and more of a strategic positioning problem.

Does this content communicate our custom service approach or could 100 other firms have written it?
Does this reflect our expertise and knowledge or generic industry jargon?
Do we show how we solve the problems our ICP faces?

Building trust is a core part of a professional services brand strategy, but you must communicate the results you bring in a way so that your clients will remember you when they need you.

Now that you have the framework to assess your professional services brand strategy, see how to solve your ideal customer’s problems without straining their brain.

Make the services you deliver to clients distinct.

show me how to stand out now

Which piece of corporate-speak would you ban from your industry’s websites forever?

QUOTES

“Professional services brands are built on the behavior of the people in your firm. That means you have limited control over your ‘product.’ The result is that an important focus must be placed on getting consistency in the quality of service your firm delivers.”

~ Lee Fredricksen, Hinge Marketing

“Too many B2B companies blend in because they claim the same things—great customer service, high-quality products, innovative solutions. These are the industry status quo, not differentiators. When everyone sounds the same, no one stands out.”

~ Jaci Russo, brandRUSSO

brand messaging strategy, brand voice, branding, professional services firms

A 5-Point Professional Services Thought Leadership and Brand Messaging Strategy

Nowadays, an effective brand messaging strategy involves more than accurate information and clean copy, AI slop or not. For instance, AI can explain what a law is, but can’t always pinpoint why your firm’s approach to cases is superior.

So, it makes sense to refocus from informational content to thought leadership that filters your unique expertise through your point of view. Or as Google’s Gemini might say, decision-makers buy from people with strong, proven perspectives, not encyclopedias.

Maybe you lack time to write or plan your content, let alone assemble it or post it. Then there’s the issue of whether anyone will see it or respond.

Even with a content creation roadmap, not everyone has a sense of direction. That’s OK, because a skilled creator and strategist like me can guide you.

But if you’re looking for affordable content marketing experts for thought leadership, a price-based approach might not serve you well. You need a content craftsperson — someone with the knowledge, experience, and proven track record of helping people like you reach your goals.

Even if it’s more of an investment than a purchase, the greater recognition and traffic you receive from working with a skilled guide can yield returns.

Here’s how a thought leadership content strategist can differentiate your content without relying heavily on AI, which can tarnish a professional service firm’s reputation.

Thought leadership strategy – Copy that sounds like you — without the overused “It’s not about…”/”It’s about…” comparisons or unnecessary words like “actually” — speaks loudly. It’s your competitive advantage. It gets you seen as a leader in your industry.

What’s more important than cutting the robotic touch or em dashes is that your voice stays clear, setting the right tone for a conversation with your clients.

But churning out content without a plan can backfire. For example, when a firm uses generative AI to create and post five blogs a week to an online community, that can be considered spamming.

Forging a presence without such tactics combines thought leadership with a clear brand messaging strategy through careful, human oversight.

Content governance – Liability and ethical safeguards have always been issues for professional service firms’ content — doubly so with the arrival of ChatGPT and its cousins. An aspiring writer can focus more on the words, but you might be more concerned about not being sued or losing credibility.

A strategic content partner manages the ethical and privacy concerns over feeding data to large language models (LLMs). That includes the issues of client confidentiality, avoiding biased or false data, and the principles of disclosure required in some industry advertising.

If an untrained freelancer or agency employee pastes your proprietary brief, case notes, or strategy into a public LLM (like ChatGPT) to write a blog, they might violate a non-disclosure agreement (NDA) or client confidentiality.

When AI goes unchecked, you face risks like these:

In a recent survey, 47 percent of marketers said they encounter AI errors several times a week, and 37 percent said incorrect AI content has been published.

A skilled strategist protects your firm by enforcing strict limits on the data you let near an AI prompt. I don’t use AI to write articles or longer-form content, and I comply with my clients’ wishes regarding privacy and AI.

3. Risk mitigation – AI hallucination rates can range from 15 to 52 percent. In regulated fields like law, accuracy is a rule of conduct. Hiring for “word count” means the owner still must spend valuable time fact-checking.

A content collaborator oversees reviews for accuracy, so the final draft is ready to publish. I’ve used AI to structure content and gather facts, which I always double-check. It’s part of my “AI-U” trust-but-verify process.

A five-step content framework could look like this:

Draft
AI help
Human edit
Compliance check
Publish

For professional services, the “compliance check” is the most crucial stage.

Content formatting and discoverability – Attractive visual elements make a message a “must see.” Part of that includes ensuring that content appeals to search and “answer engines” like Perplexity or Gemini.

Snippets with short bullet points or paragraphs or distinct descriptions make them more likely to cite you as a source.

Strategic intent and audience alignment – An ability to see the “big picture” — how everything works — ties your plan together. It spans writing with empathy for your clients to knowing which content is more worth a rework than a repost.

AI can create loads of content for search, but the messaging could be weak. Seventy-three percent of consumers surveyed are less likely to buy when brand messaging is mixed or inconsistent.

Generative AI can help firms produce more content, faster, but without critical thinking, that content can drift off-message. And unless you feed it detailed data, AI doesn’t know your ideal customer well — just statistical averages. It often relies on stereotypes because it can’t see through our eyes.

The human edge: a strategic partner helps define your target customer and maps content to the stages of the buyer’s journey, keeping your messaging consistent. A brand strategist also audits copy before publication to ensure it speaks in your brand voice and converts the traffic it attracts.

In my ghostwriting for law firms, I’ve found that mapping content to answer the “burning questions” their audience searches for boosts their click-through rates.

Without a human thought leadership content strategist, reviewing, fact-checking, or rewriting AI-generated copy often takes more time — no matter your settings or prompts.

When you use AI to increase efficiency and sign off on its content, you’re accepting the consequences. But with a skilled human in the mix, you ensure your content gets the time, care, and attention it deserves to enhance your reputation.

Thought Leadership vs. Content Marketing Strategy FAQ

1. What is the difference between content marketing and thought leadership?

Content marketing spreads information that shows how you solve your clients’ problems, spotlighting your expertise to interest them in working with you. Podcasts, videos, blog and social media posts, e-newsletters, and websites are among the most common forms of content marketing.

Through the lens of your expertise, thought leadership gives your point of view on a topic — how you approach your work, what distinguishes you, and why clients should choose you over your competitors.

2. What is a content strategy for thought leadership?

A basic brand messaging strategy can start with an e-newsletter, which you use to feature your blog, video, or other updates, ideally, weekly, biweekly, or monthly. Regular social media posts can also promote the newsletter and other content. Each piece can then be findable in search or AI.

3. What’s an example of a thought leadership content strategy?

A thought leadership content strategy can earn recognition and raise your search visibility. A simple PR-based approach: take a quote from a recent article you wrote and post it to your social media and e-newsletter, or link to the article from your website.

4. What type of content works best for thought leadership?

Any content you post regularly can enhance your thought leadership, even if you start small with social media posts. From there, you could expand into writing a blog or regular columns or articles for publications, which can raise your profile beyond your network.

Find out what your brand messaging strategy lacks — before your competitors do.

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When did you last read your own content and think, “That sounds like me”? Leave a comment below.

QUOTES

“Content is fire; social media is gasoline.”

~ Jay Baer, Marketing Strategist

“People don’t buy what you do; they buy why you do it.”

~ Simon Sinek, Author and Leadership Expert

content repurposing, writing advice

Stop the Waste: 5 Content Repurposing Strategies That Work

If your publishing deadline was yesterday, content repurposing strategies help you catch up and maximize your efforts. Beyond reposting, everything from PowerPoints to white papers can become videos or other creations. An eye for design turns plain text into enticing flyers, posters, or infographics.

Case in point: this blog. The original version from Oct. 2022 was under 500 words and featured a generic stock photo. It wasn’t optimized, nor did it cover what people search for on this topic. The call to action was weak, too.

The update is less of a makeover and more of a new start. It needed that much work. But that’s another repurposing approach: molding the existing “clay” into a clear shape. In this case, I turned a blob into a pentagon to make the content more interesting and less generic, which is crucial for rising above AI slop and gaining more leads.

What is an example of content repurposing?

Using a paragraph from a report as a quote in a graphic featured in an e-newsletter

Turning an email into a Reddit post

5 Content Repurposing Strategies That Help You Stop Wasting Content (and Time)

My original blog on content repurposing strategies with shorter tips and a stock image.

1. Find your repurpose – Two common content repurposing strategies are timeliness and popularity.

What makes the most sense to follow can depend on your business goals.

Example: An old blog about sharpening widgets is suitable for a refresh if you’re about to sell a gadget to sharpen them.

Seasonal content is also easy to reuse because it often doesn’t need many changes.

Metrics like these can reveal a winner:

pageviews
opens
shares
replies
leads
click-throughs

For instance, the original version of this blog sparked newsletter sign-ups and earned a decent open rate (33 percent). But the information gaps left room for improvement.

2. Tools and workflows – A basic standard operating procedure (SOP), template, or outline gives you a head start and helps you repeat the system. Based on the type of content, your plan may vary.

When I revisited this blog, I researched questions people ask, including overlooked subtopics. Then I used my blog creation SOP to rework the draft and considered missing information. I also reviewed the quality of the text and images.

AI aids in research, analyzing metrics, and choosing the angle or direction.

Graphics editors like Adobe Photoshop and Canva (especially with its many templates) offer inspiration, as can swipe files or libraries of proven copy.

3. Reframing without the SEO pain – Sometimes, cutting and pasting something published online elsewhere “as is” can work against you. It’s more of a repost than a repurpose.

Duplicate web content can get kicked out of Google. (Ask me how I know.) Try to trim or adapt the copy instead. If much of the new piece is the same, like a republished blog, link to the original post at the top and bottom, so Google knows which version is the canonical link, or primary version, for indexing.

If you’re cross-posting to Medium or LinkedIn, use their built-in “canonical URL” settings to ensure Google sees your website as the main source.

Get creative, because you have options. Vary the message. Consider changing the format, angle, or depth.

4. Adapting for different platforms – You might know you want to recycle a video script, but how do you decide what to turn it into? Popularity can guide your decision, which could also depend on your target audience and platform.

With a few tweaks, the script might become a well-received speech or a podcast. It’s like deciding what to post on LinkedIn versus X/Twitter. The audience and the feel differ slightly. One style doesn’t always work the same elsewhere.

I’ve reused my e-newsletter content as:

a blog (linked from the e-newsletter)
listicle infographics
videos
lead-generating LinkedIn posts

What you change also depends on the tone, length, and structure. You don’t need to reinvent the wheel, but it doesn’t hurt to redesign it to get you to your destination faster.

Once you’ve finished creating content, don’t let the value end there. Use these strategies for repurposing content in newsletters.

5. Track your changes – Measuring which content nets leads, impressions, engagement, or click-throughs helps you see what to double-down on, and can inspire new ways to reuse it.

Your decision doesn’t always have to be based on popularity. It can be based on the potential to gain more traffic, which is why I reworked this blog.

Tracking engagement might involve checking Google Analytics or adding UTM codes to links. Generally, links at the top of an article or newsletter, where readers tend to look first, could outperform those in the middle or at the end. Also, the results can vary by the platform. Orbit Media offers a useful UTM code formatting tool.

When you consider content to repurpose, to make it worthwhile, remember to assess:

Its popularity or potential.
If it fits your current marketing goals.
Whether the topic is timely (in the news, tied to an upcoming holiday, anniversary, etc.).
If you have templates, tools, or a process to recreate it efficiently, because it could require more work than it does at first glance. Think “reframe” (a piece), not “revamp” (the whole or time sink).

To get seen, it doesn’t have to be green. It can even be evergreen. If it looks like it has “curb appeal,” anything you’ve already created is fair game.

The right repurposing strategy turns past efforts into future action — so your best work keeps working.

get a free content audit

How do you repurpose your content? Feel free to comment further below.

Content Repurposing Strategies FAQs

1. How often should I repurpose content?

You might worry that reusing content often will overwhelm you, your team, or your audience. The four steps above can guide you. There’s no limit to how often you should repurpose content because you’re turning something old into something new — even if it revisits a familiar theme.

2. How does a content repurposing workflow work?

After you decide what to repurpose, this is the next step. A basic workflow:

▪️ Decide what form the content will take. Where your target audience spends time can guide you. If redoing the whole rather than tweaking parts could get stronger results, rethink the effort or adjust accordingly.
▪️ Plan how you’ll transform the content or where it will appear.
▪️ Adapt it to the platform or medium. Tools or templates can be specific to the platform or media (like video editors for videos).
▪️ Make sure the final content aligns with your business goals and brand voice. For larger firms, a style guide helps maintain consistency.

3. How do you handle repurposing one idea across multiple platforms?

If you’ve never recycled content, it can be hard to decide what to recreate and how, let alone posting it to several places. Some methods take more time and effort. An easy starting point is a “cross-posting” method that involves few changes.

Example: Reposting a short video made for YouTube to LinkedIn. Shorts generally already have captions included, so you might need to make only a few edits for length or to rewrite the video description into a LinkedIn post that features the clip.

4. How do you repurpose long-form content into short, engaging social media posts?

Example: Take one section, idea, quote, or clip from a 2,000-word blog and turn it into a social post. Think “bite-size” takeaway, not a full summary, which can overwhelm readers. Ask yourself, “What’s the most attention-getting point?” Again, the four steps above can help you narrow down your options.

In the process, you might need to make a new opener, a new ending, or other changes. For text-based posts, an eye-catching image from the blog — or a new one — can draw attention.

QUOTES

“Rather than waste or eliminate items which you don’t currently use, discover a new way to improve and enjoy their value.”

~ Susan C. Young

“Content repurposing is about getting the maximum return from every single piece of content you create. Content repurposing can take many forms, and there are lots of different and creative ways you can repurpose your content, but every content creator must repurpose.”

~ Amy Woods

business writing, business writing principles

5 Business Writing Principles AI Can’t Fully Resolve

Before I hit “enter,” I intended to ask Perplexity if business writing principles in the AI age would fit with my existing content. “Yes,” it replied, then advised me on how to judge that — without asking which topic.

Generative AI is often better at following, not leading, sometimes because it’s programmed to serve. It’s still developing.

I’m making the case for following professional business writing grammar rules despite its widerspread use. So, this isn’t about trimming em dashes or other alleged “tells” to avoid being accused of having a robotic touch.

I maintain it’s better to strive for accuracy (like I was taught in school) and will keep aiming for that sheen, with and without AI.

Does being concerned about whether copy was machine-generated make sense?

Large language models behind ChatGPT, Claude, and their cousins learned English from us. Like humans, especially without clear directions and despite access to libraries of knowledge, it can still craft grammatically incorrect rough drafts.

Whoever does it, bad writing can tarnish your image. If you know good grammar and tools, though, AI can be an effective editor. I’ve used it for years, starting with spelling and grammar checks in software like Microsoft Word and Grammarly.

A clean linear flowchart with five stages: Draft, AI Assist, Human Edit, Compliance Check, Publish.

5 Business Writing Principles That Still Matter (Despite AI)

Some businesspeople are “all in” on AI. Others aren’t. In some professional services fields that require accuracy (like law), the use of AI can violate rules of conduct.

Here’s what many business professionals (including me) still struggle with — and AI does and doesn’t resolve effectively.

1. Readability – Unless you’ve given AI tools precise instructions, their output can be wordy and veer into complex terms, padding your editing time. It depends on the topic, the prompt, and the tool, though.

In a 2023 study of patient information materials, ChatGPT improved readability but couldn’t always reach recommended low-grade levels; Google Bard (now Gemini) reached a sixth-grade reading level but sometimes omitted up to 83 percent of the original content.

Even when we use our brains, some of us sound stuffy, writing more for college professors than everyday people. I’ve done it. The occasional long sentence, big word, or chunky paragraph is fine. No harm done. Just remember who you’re writing for and consider if your text reads like mumbo-jumbo.

2. Tone – AI can grasp the nuances of emotions based on what has been written. But it can’t see through your eyes. If you’re aiming for a certain tone, it can fail to convey it with the right level of emotional intelligence or “soul.”

Example: If you ask it for advice on respectfully asking a colleague to take out the trash (after the fourth try), AI might suggest:

“Team effort time: Trash is full again — want to grab it, or should I?”

But it might not give you the right wording to discuss the deeper issue: why your colleague keeps forgetting. It can make suggestions, but ultimately, what feels right is your call. And when you need to broach a sensitive topic, wouldn’t it be better to talk than text?

3. Client views – You or AI can dig into data about your clients — your own or by others. That information can help you find problems and predict solutions. You can create avatars that resemble customers and consider what they might say. But you don’t always know what your readers think unless you ask them.

Giving customer data to AI raises ethical and privacy concerns, and for some professional services firms, confidentiality issues with legal consequences. States like California and Utah mandate AI disclosures in consumer interactions and ban unverified use in regulated fields. Ethical violations now include skipping human review in client work.

Unless you prompt it to spot them, AI might also ignore biases in data and rely on stereotypes.

4. Facts – We and AI can fudge details, like miscounting the number of references to “you” in this blog. (Perplexity counted 35, I counted 22.)

How reliable is AI for factual accuracy? Across models like GPT-5.2 and Claude, 2026 benchmarks show hallucination rates of 15 to 52 percent, though techniques like retrieval-augmented generation (RAG) can cut them significantly.

In my experience, for research, among the major AI bots, Perplexity is the most consistently accurate. I appreciate the well-organized links to sources, which, surprisingly, Google’s Gemini doesn’t offer without asking. To an extent, all of the platforms hallucinate — some more than others.

Trust, but verify.

5. Brand voice or writing style – If your content doesn’t sound like you, it lacks authenticity and can fail to reach clients. They’ll see through the false front or ignore copy that looks the same. Generative AI can worsen that by putting words in your mouth, creating more work.

Arguably, only you can add your personality to your writing, because your brand voice reflects how you speak to your customers.

Having a company style guide (or following an existing one like The Chicago Manual of Style) helps you make your copy look and sound more consistent. It can include words to use and avoid, or advice on formatting documents like press releases. The sky’s the limit.

Whether or not you use AI or it continues to improve, we’ll likely keep wrestling with these business writing principles. If you use AI for content creation, consider an “AI-U” process — have a human review the final draft.

Either way, when we strive to create solid business writing, we must take responsibility for our successes or failures — because our writing projects who we are.

Does your content sound like you — or everyone else? A copy audit shows what’s working, what’s not, and how to strengthen your brand voice to connect with clients.

get a free content audit

What do you think of AI? Are you checking whose writing has the robotic touch? Leave a comment below.

Business Writing Principles FAQ

1. What are the five stages of business writing?

According to Scribbr:

Step 1: Prewriting.
Step 2: Planning and outlining.
Step 3: Writing a first draft.
Step 4: Redrafting and revising.
Step 5: Editing and proofreading.

2. How should I evaluate whether AI-written copy performs?

▪️ Run small A/B tests with clear metrics (open rate, clickthrough rate, conversion, time on page) and a defined sample size or time window
▪️ Supplement with qualitative feedback (surveys, user interviews)
▪️ Refine the lower-performing version based on data and brand fit

3. Will AI-generated copy affect my SEO or search rankings?

AI-generated content might not affect search rankings much. But AI can fumble aspects of accessibility like alt-text for images and clear headings by being too generic.

Google’s “people first” content approach remains important. It’s more about your authority and reputation than keywords now (and the rules keep changing!)

Gemini emphasizes that accessibility has become a foundational technical requirement for SEO and AEO (Answer Engine Optimization). Studies show WCAG-compliant sites often see 12 to 23 percent more organic traffic, and guidelines like WCAG 2.1 AA are increasingly standard via the Americans with Disabilities Act and the EU’s Accessibility Act.

SEO (traditional search):

Accessibility can be an indirect factor through core web vitals and UX signals:

▪️ User Experience (UX): Search engines like Google favor sites with high engagement and low bounce rates. Sites with clear contrast, readable fonts, and logical navigation keep users on the page longer.
▪️ Semantic Structure: Using proper through tags is an accessibility requirement for screen readers, but it’s also how Google’s “crawlers” understand the hierarchy behind your text.

AEO (“AI answer” search)

Answer engines (Perplexity, ChatGPT Search, Gemini) don’t just look for keywords, but for LLM-readability.

▪️ Alt Text as “Eyes”: As AI models become multi-modal, they use your image alt text to understand charts and diagrams. If you skip alt text, the AI is “blind” to that data and won’t cite you as a source.
▪️ Parsing the “Answer Block”: AEO favors content that is “liftable.” Clean, accessible formatting (bullet points, numbered lists, short paragraphs) lets an AI “scrape” your answer and credit you with a citation.
▪️ Trust and Authority: Now, AI models favor “clean” code. It sees messy, inaccessible HTML as a sign of lower quality content or “spam.”

QUOTES

“The future of AI isn’t human vs. AI — it’s human with AI.”

~ Kipp Bodnar, CMO HubSpot

“The more reliant marketers become on AI to produce content, the less differentiated that content will feel, which will put a premium on higher quality research and writing.”

~ Brad Wolverton, HubSpot Senior Director of Content