How Can You Tell If Content Is All AI-generated?
- Rachel Roussell
- Jul 3
- 3 min read
Updated: 6 days ago
Hi, Rachel here. Here's something to think about.
Trying to find out whether content was written with only the use of AI can be challenging, as AI tools are increasingly capable of producing text that mimics human writing styles. Some creators are transparent about using AI to enhance their services, while others may not be.
There is no single "AI detector" that is perfectly accurate, but you can look for several common indicators. Let's dive in:
1. Linguistic Patterns and "AI-isms"
AI models are trained on vast amounts of data, which can lead to certain predictable stylistic habits:
Excessive Structure: AI often defaults to very rigid, formulaic structures (e.g., a standard introductory sentence, three bulleted points, and a concluding summary). To be fair, that's the way some traditional writers create their articles.
Repetitive Phrasing: You might notice certain words or transitions used frequently - terms like "delve," "tapestry," "crucial," "in today’s digital age," or "it is important to note." Again, a traditional writer will do similarly.
Lack of Specificity: AI may sound confident but provide generalised or vague information. It often avoids taking a strong, nuanced stance or referencing very recent, niche, or anecdotal experiences unless specifically prompted. I agree with that.
"Polished" but Generic Tone: AI tends to maintain a consistent, neutral, and professional tone throughout a piece, which can sometimes feel robotic, overly formal, or "flat," lacking the distinct voice or personality of a specific author. Creating a 'fine' piece of content that doesn't stand out from the noise of content creation.
2. Logical and Factual Inconsistencies
Hallucinations: AI can sometimes confidently state incorrect facts, fabricate citations, or invent non-existent studies. If a piece of content makes bold claims without links to verifiable, primary sources, it is worth cross-checking those facts. Look at my case study about car tax, for example.
Logical Loops: Sometimes, an AI may repeat the same point in different ways throughout a paragraph or fail to maintain a coherent narrative thread over a long-form article.
3. Contextual Clues
Tone Shifts: If a document suddenly changes in complexity, vocabulary level, or perspective, it might indicate that different sections were written by different people or that a segment was pasted from an AI tool.
Context Missing: AI may miss local context, cultural nuances, or internal company knowledge that a human author would naturally include. That's part of our job as modern writers to understand a brand and produce content with their tone.
Limitations of Detection
It is important to understand that:
Detectors are Unreliable: There are online tools that claim to detect AI-generated text, but they often produce "false positives" (labelling human writing as AI) and "false negatives" (failing to catch AI writing), especially if the human has edited the AI output.
AI as a Collaborative Tool: Many humans use AI to brainstorm, outline, or grammar-check their own work. In these cases, the content is a hybrid of human thought and machine assistance, making the "AI vs. Human" distinction very blurry.
What should you do?
If you are trying to verify the authenticity of a document:
Verify the Sources: Check the facts and links provided in the text.
Evaluate the Voice: Does the content sound like the person who supposedly wrote it?
Check for Transparency: In professional or academic settings, look for disclosure statements about the use of AI. I do this.
Ultimately, the best way to assess content is to rely on critical thinking and scepticism. If a piece of content is important - such as news, research, or health advice - always cross-reference the information with reputable, primary sources rather than relying on the style or perceived "authenticity" of the writing itself.
If AI tells you that a shop stocks a certain brand of clothing, don't waste your fuel driving to the shop unless you've checked their website or contacted the store first:).
That's all I have to write about that for now. Thanks for reading.
Rachel
