The Way You Can Identify AI Generated Text

AI tools often rely on certain transitional words to create narratives. While these words are useful, their overuse can signal that the content has been generated by AI. Here are some common examples:

• Accordingly

• Additionally

• Arguably

• Certainly

• Consequently

• Hence

• However

• Indeed

• Moreover

• Nevertheless

• Nonetheless

• Notwithstanding

• Thus

• Undoubtedly

Adjectives level up any description, but AI sometimes spams the same polished vibes over and over. That repetition makes the writing feel low key mechanical instead of human. Linguists point out that AI text often leans on overly positive or “corporate” adjectives because they are statistically safe choices that fit many contexts (Grammarly, April 9 2025, Decoding AI Language: Common Words and Phrases in AI-Generated Content)

Some of the commonly used adjectives that AI uses are:

• Adept

• Commendable

• Dynamic

• Efficient

• Ever-evolving

• Exciting

• Exemplary

• Innovative

• Invaluable

• Robust

• Seamless

• Synergistic

• Thought-provoking

• Transformative

• Utmost

• Vibrant

• Vital

AI writing often leans on broad, abstract nouns that make the text feel formal but strangely empty. Linguistic research shows that AI generated text tends to use more nouns than human writing, which creates a stiff and impersonal flow compared to natural language (Terčon and Dobrovoljc, October 1 2025, Linguistic Characteristics of AI-Generated Text: A Survey)

Here are some nouns that AI uses frequently:

• Efficiency

• Innovation

• Institution

• Integration

• Implementation

• Landscape

• Optimization

• Realm

• Tapestry

• Transformation

AI written text often leans on a narrow set of verbs that promise action but end up feeling repetitive. One detailed study found that around two thirds of the “style” words are over used by generative text models were verbs. These increases are far above what normal writing evolution would suggest (Frank Landymore, July 2, 2024, Research Shows That AI-Generated Slop Overuses Specific Words).

Certain verbs are frequently used by AI tools to convey action and engagement. Here are a few of those:

• Aligns

• Augment

• Delve

• Embark

• Facilitate

• Maximize

• Underscores

• Utilize

AI generated text often includes specific phrases that can make the content seem robotic. These phrases include:

• A testament to…

• In conclusion…

• In summary…

• It’s important to note/consider…

• It’s worth noting that…

• On the contrary…

The following indicators help you catch the robotic flow before it slips by:

When AI generates a recommendation letter, it often results in vague and verbose text without concrete examples. Signs include:

• Lack of specific instances of achievements or contributions.

• Overuse of adverbs such as “enthusiastically,” “closely,” “consistently,” “flawlessly,” and “efficiently.”

• Usage of uncommon phrases in human written texts like “professionalism,” “furthermore,” and “meticulous attention to detail.”

An AI generated cover letter for a data analyst position may exhibit the following traits:

• Vague, meaningless phrases such as “I am confident in my ability to contribute effectively to your team and drive insightful data-driven decisions.”

• Absence of specific examples of data projects.

• Excessive use of adverbs like “effectively,” “efficiently,” “successfully,” and “cross functionally.”

AI generated LinkedIn notes often sound unnaturally formal and lack specificity:

• Formal subject lines like “Inquiry about Data Analyst Position at UVA.”

• Usage of infrequent words in human written text like “keen,” “dynamic,” “inquiry,” “deriving.”

• Vague phrases such as “exciting work being done at your institution,” “passion for deriving insights from data,” and “dynamic team like yours.”

Emails drafted by AI on data analysis findings often contain:

• Overuse of adverbs like “additionally,” “consistently,” “effectively,” and “strategically.”

• Unnatural greetings and sign offs, e.g., starting with “Dear Stakeholders” and ending with “Best regards.”

• Long, vague sentences such as “highlights the importance of concise and focused messaging,” “present valuable opportunities for optimizing…”

AI generated resume summaries often feature:

• Vague phrases like “results driven,” “solid foundation,” “actionable insights,” “innovative solutions,” and “strong collaborator.”

• Lack of specific examples or certifications.

• Unusual phrasing like “University of Virginia ecosystem,” “leveraging 4 years experience.”

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To successfully identify AI generated text, you must develop a keen eye for specific overused words, phrases and writing patterns. When you understand these indicators, you can better distinguish between human and AI generated content.

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