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    <title>DEV Community: David Musienko</title>
    <description>The latest articles on DEV Community by David Musienko (@david_musijenko).</description>
    <link>https://dev.to/david_musijenko</link>
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      <title>DEV Community: David Musienko</title>
      <link>https://dev.to/david_musijenko</link>
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      <title>The 47 Words That Make Your Text Sound AI-Written (And What to Use Instead)</title>
      <dc:creator>David Musienko</dc:creator>
      <pubDate>Thu, 25 Jun 2026 11:30:18 +0000</pubDate>
      <link>https://dev.to/david_musijenko/the-47-words-that-make-your-text-sound-ai-written-and-what-to-use-instead-4c4</link>
      <guid>https://dev.to/david_musijenko/the-47-words-that-make-your-text-sound-ai-written-and-what-to-use-instead-4c4</guid>
      <description>&lt;p&gt;You can spot AI-written text in one sentence. Not because AI is bad at writing — it isn't — but because it reaches for the same 47 words every time.&lt;/p&gt;

&lt;p&gt;"We leverage cutting-edge solutions to seamlessly empower your team to unlock their full potential."&lt;/p&gt;

&lt;p&gt;That sentence was written by nobody. It has the shape of meaning without the substance. Readers feel it instantly, even if they can't explain why.&lt;/p&gt;

&lt;p&gt;Here's the full list — organized by type, with plain-English replacements — so you can clean your copy before it goes out.&lt;/p&gt;




&lt;h2&gt;
  
  
  The AI-Speak Hall of Shame
&lt;/h2&gt;

&lt;p&gt;These are the highest-frequency offenders. If your text contains any of these, it probably sounds AI-written.&lt;/p&gt;

&lt;h3&gt;
  
  
  Action words that mean nothing
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Word&lt;/th&gt;
&lt;th&gt;Replace with&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;leverage&lt;/td&gt;
&lt;td&gt;use&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;empower&lt;/td&gt;
&lt;td&gt;help, enable&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;unlock&lt;/td&gt;
&lt;td&gt;open, give access to&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;unleash&lt;/td&gt;
&lt;td&gt;release, use&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;harness&lt;/td&gt;
&lt;td&gt;use, apply&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;streamline&lt;/td&gt;
&lt;td&gt;improve, simplify&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;revolutionize&lt;/td&gt;
&lt;td&gt;change, transform&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;dive into&lt;/td&gt;
&lt;td&gt;look at, explore&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;delve into&lt;/td&gt;
&lt;td&gt;look at, explore&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;&lt;strong&gt;The test:&lt;/strong&gt; can you replace the word with "use" or "help" without losing anything? Then the original word was filler.&lt;/p&gt;

&lt;h3&gt;
  
  
  Adjectives that pad without adding
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Word&lt;/th&gt;
&lt;th&gt;Replace with&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;cutting-edge&lt;/td&gt;
&lt;td&gt;new, modern, current&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;best-in-class&lt;/td&gt;
&lt;td&gt;excellent, top, leading&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;world-class&lt;/td&gt;
&lt;td&gt;excellent&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;robust&lt;/td&gt;
&lt;td&gt;strong, reliable&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;holistic&lt;/td&gt;
&lt;td&gt;complete, full&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;game-changing&lt;/td&gt;
&lt;td&gt;significant, important&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;seamlessly&lt;/td&gt;
&lt;td&gt;(remove it — things either work or they don't)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;&lt;strong&gt;The test:&lt;/strong&gt; if you remove the adjective and the sentence means the same thing, the adjective was decorating, not describing.&lt;/p&gt;

&lt;h3&gt;
  
  
  Phrases that delay the point
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Phrase&lt;/th&gt;
&lt;th&gt;Replace with&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;it's important to note that&lt;/td&gt;
&lt;td&gt;(delete — then say the thing)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;it's worth noting that&lt;/td&gt;
&lt;td&gt;(delete)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;at the end of the day&lt;/td&gt;
&lt;td&gt;(delete)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;in today's fast-paced landscape&lt;/td&gt;
&lt;td&gt;today / now&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;in conclusion&lt;/td&gt;
&lt;td&gt;(delete — your conclusion should be obvious)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;to summarize&lt;/td&gt;
&lt;td&gt;(delete)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;needless to say&lt;/td&gt;
&lt;td&gt;(delete — if it's needless, don't say it)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;that being said&lt;/td&gt;
&lt;td&gt;(delete)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;with that in mind&lt;/td&gt;
&lt;td&gt;(delete)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;having said that&lt;/td&gt;
&lt;td&gt;(delete)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;as mentioned earlier&lt;/td&gt;
&lt;td&gt;(delete)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;it goes without saying&lt;/td&gt;
&lt;td&gt;(delete)&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;These phrases are throat-clearing. They signal that something important is coming, without making that something more important. Cut them and start with the substance.&lt;/p&gt;

&lt;h3&gt;
  
  
  Hedges that undermine your credibility
&lt;/h3&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Phrase&lt;/th&gt;
&lt;th&gt;Effect&lt;/th&gt;
&lt;th&gt;Fix&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;I think&lt;/td&gt;
&lt;td&gt;Makes you sound uncertain&lt;/td&gt;
&lt;td&gt;State the claim directly&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;I believe&lt;/td&gt;
&lt;td&gt;Same&lt;/td&gt;
&lt;td&gt;Same&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;sort of&lt;/td&gt;
&lt;td&gt;Weakens the point&lt;/td&gt;
&lt;td&gt;Remove or commit&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;kind of&lt;/td&gt;
&lt;td&gt;Same&lt;/td&gt;
&lt;td&gt;Same&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;basically&lt;/td&gt;
&lt;td&gt;Condescending or vague&lt;/td&gt;
&lt;td&gt;Remove&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;essentially&lt;/td&gt;
&lt;td&gt;Same&lt;/td&gt;
&lt;td&gt;Remove&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;If you're writing "I think the product is good," you either believe it or you don't. "The product is good" is more honest.&lt;/p&gt;




&lt;h2&gt;
  
  
  Why AI defaults to these words
&lt;/h2&gt;

&lt;p&gt;AI models are trained on a huge corpus of text that includes a lot of marketing copy, corporate communications, and SEO content — all of which overuse the same vocabulary. The model learns that "leverage" appears near business context, that "cutting-edge" appears near tech products, and so on.&lt;/p&gt;

&lt;p&gt;It's not that the model thinks these words are good. It's that they pattern-match to the training data.&lt;/p&gt;

&lt;p&gt;The result: AI-generated text is statistically average. It writes the way the average piece of writing about that topic has been written before.&lt;/p&gt;

&lt;p&gt;Human writing sounds human because it's specific. "We cut deploy time by 40%" is specific. "We leverage cutting-edge DevOps solutions to seamlessly streamline your workflow" is the statistical average of a thousand press releases.&lt;/p&gt;




&lt;h2&gt;
  
  
  A fast way to clean your text
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;The manual pass:&lt;/strong&gt; after writing anything, do a find-and-replace for the 10 worst offenders: leverage, cutting-edge, seamlessly, empower, unlock, holistic, robust, game-changing, "it's important to note", "at the end of the day." That catches most of the slop.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The tool pass:&lt;/strong&gt; paste your text into &lt;a href="https://davidmusijenko.github.io/anti-slop/" rel="noopener noreferrer"&gt;De-Slop&lt;/a&gt; — it scans for all 47 terms and flags them in about two seconds. Free, no login, works offline.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The Claude Code pass:&lt;/strong&gt; if you use Claude Code, the &lt;code&gt;/anti-slop&lt;/code&gt; skill does this semantically — it rewrites awkward replacements, not just find-and-replace. &lt;a href="https://soloskills.gumroad.com/l/jltxgf" rel="noopener noreferrer"&gt;Free download here&lt;/a&gt;.&lt;/p&gt;




&lt;h2&gt;
  
  
  The real rule
&lt;/h2&gt;

&lt;p&gt;Every word should earn its place. If you remove it and the sentence means the same thing, remove it.&lt;/p&gt;

&lt;p&gt;"We help teams ship faster" beats "We leverage cutting-edge AI to seamlessly empower your team to unlock their full shipping potential" in every possible dimension: clarity, trust, length, memorability.&lt;/p&gt;

&lt;p&gt;The goal isn't to sound smart. It's to be understood.&lt;/p&gt;




&lt;p&gt;&lt;em&gt;De-Slop is a free browser tool that removes AI-speak from any text. &lt;a href="https://davidmusijenko.github.io/anti-slop/" rel="noopener noreferrer"&gt;Try it here →&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;The &lt;code&gt;/anti-slop&lt;/code&gt; Claude Code skill does the same thing inside your workflow. &lt;a href="https://soloskills.gumroad.com/l/jltxgf" rel="noopener noreferrer"&gt;Free download →&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;The &lt;a href="https://soloskills.gumroad.com/l/sdosug" rel="noopener noreferrer"&gt;Solopreneur Skills Pack&lt;/a&gt; includes 4 more tested Claude Code skills for solo builders — $24 one-time.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>writing</category>
      <category>productivity</category>
      <category>claude</category>
    </item>
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