Does Generic AI Content Hurt SEO and Visibility?
- Michele Lea Biaso

- Jan 16
- 5 min read
We do SEO audits for businesses almost every day. One constant thing that comes up is generic AI content.
We will take their captions, blog content, or website copy and put it into Google. Just about every time, we see the same thing. Nearly identical content published by dozens of people in the same industry.
Same structure. Same talking points. Same phrases. Different logo at the top.
If your blogs all sound like they came from the same prompt pack everyone else is using, you are not building authority. You are blending in.
If your captions are vague, your newsletters say nothing new, and your website copy could belong to ten other businesses in your market, that is not a content strategy. That is just publishing for the sake of publishing.
Search is smarter than that now. And, so are people.

Why generic AI content hurts visibility
Here is what I watch business owners get wrong every single day. They use AI the wrong way and churn out generic content that does nothing but create noise and throw them into the sea of sameness. And most of the time, it quietly destroys their visibility. Search engines and algorithms are deprioritizing this mass-produced generic copy.
AI can pull together a 1,000-word blog on any topic in under a minute. So can your competitor. So can the person in your industry who has never worked with a real client in their life. When everyone is using the same tool with the same prompts, the output looks the same. Google sees it. Your audience feels it.
People can tell when content has no real perspective behind it. They can tell when it was written to fill a content calendar instead of answering a real question. Google can, too.
What AI cannot do is sound like you
It cannot pull from the client conversation you had last week where someone said something that completely reframed how you think about your own work.
It cannot reference the mistake you made in year three of your business that changed your entire process. It cannot carry the perspective that only comes from doing this specific work, in your specific market, with your specific people, for years.
That is the content that builds authority. That is what Google wants to surface. That is what your audience is actually looking for when they search at ten o'clock at night trying to solve a problem.
Generic output has no owner. It has no point of view. It could belong to anyone, so it ends up meaning nothing to anyone.
Your expertise is your content
If you want people and search engines to trust your business, then your business has to be in the room. Your context. Your tone. Your opinions. Your actual client conversations. Your actual process. Your actual point of view. The frameworks you built from years of doing this work. The things you would never say.
There have been hundreds of prompts floating around LinkedIn, promising to make ChatGPT sound like you by simply giving it a few emails you wrote. The only thing this does is change a word here or there in the same writing pool it pulls from for everyone else.
People don’t want advice or knowledge that came from AI. They want it from you.
Training beats prompting every time
We built a proprietary system that solves this for our clients. Our Voice Forensics system not only learns about your brand voice and your unique stories, but it extracts the technical DNA of how you speak.
This is the way AI is supposed to be used. Training, not prompting. A partner, not a replacement.
Don’t contribute to the sea of sameness
The businesses showing up in search right now are not posting more than you. They have a voice that is distinct enough to be recognized and a system that makes sure everything they publish through AI still sounds like it came from them and reaches their audience.
Read more about building a system that compounds visibility or book a strategy call to start the conversation about working with us.
FAQ: Generic AI content & SEO
How do I make AI content sound like my brand?
You do not get there with a better prompt. You get there by giving AI better source material. Feed it your real language, real client patterns, real opinions, real stories, and real decision-making so the draft has something specific to work from. Google’s current guidance is very clear here: the content that performs best is unique, useful, and non-commodity. If your AI draft could belong to anyone, it is not ready. If it carries your actual expertise and point of view, it has a much better shot.
Can AI-generated content rank in Google and AI search?
Yes, If the content is useful, specific, and clearly brings something real to the page, it can still perform well in both Search and AI features. The problem is content produced at scale with little original value, especially when the goal is to manipulate rankings instead of help people. When your site is full of copy that looks and reads like everyone else in your industry, you are sending the wrong signals: low expertise, low originality, and low trust.
How do I know if my content is contributing to the sea of sameness?
We do this test with clients regularly. We take their content and search it. If versions of the same sentences show up across multiple competitors, it is contributing to the problem. Generic structure, generic advice, generic tone. The sea of sameness is not about effort. A lot of people work hard on content that still blends in. It is about whether your actual expertise and voice are in it.
What is the first step if my brand already posted generic AI content?
Start with a simple visibility triage. Identify the pages and posts that matter most to your business goals first: core service pages, high-intent blogs, and anything driving leads. Rewrite those through your real point of view and clean up anything that reads like a template. Then work outward.
About the Author
Michele Biaso is President and CEO of Imagine Social AI and founder of the Girl’s Guide to AI. She’s been doing digital marketing for over 20 years and now teaches businesses how to fix SEO, clean up their visibility, and use AI the right way without turning their brand into generic internet noise. Connect with her on TikTok, LinkedIn and Instagram.
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-Audra Schwartz, View on Google





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