AI has made it easier than ever to produce content, which means generic content is now worth less than ever. You can generate a 1,500-word article on any topic in seconds, but then so can your competitors, and so can everyone else.
The one thing AI cannot produce is original data: numbers, findings, and insights that only exist because you went out and found them. That gap — between what AI can generate and what only you can publish — has made original research one of the most powerful SEO moves available to any business, regardless of size or budget.
And in this article, we are going to talk about exactly that.
What counts as original research (It's simpler than you think)
Most people hear "original research" and picture a university study or a corporate report with a hundred-page methodology section. That's not what this is.
For SEO purposes, original research means any data or finding that didn't exist on the web before you published it. That includes:
- Surveys — even a 10-question Google Form sent to your email list or posted in a niche Facebook group
- Your own platform data — aggregate insights from your customers, users, or site analytics
- Small-scale audits — manually analyzing 50 or 100 pages in your niche and reporting what you found
- Public dataset analysis — taking freely available government or industry data and applying a fresh lens to it
- Before/after case studies — documenting a change you made and measuring the results
The bar isn't academic rigor. That’s not what you should always aim for. It's simply: did anyone else publish this specific data? If the answer is no, it's original research.
Why original research hits differently in the age of AI
This strategy has always worked. But it works better now than it ever has due to 3 reasons that are directly tied to how AI has changed search.
Reason #1 — AI-generated content can't create data. It can only reference existing data
This is the core asymmetry. AI models are trained on what's already been published. They can summarize, reframe, and recombine existing information at scale, but they cannot run a survey, analyze your own customers, or document something that hasn't happened yet.
The result: as AI floods the web with content that all references the same pool of existing information, a page with a genuinely new data point stands out sharply. One specific, original stat that journalists and bloggers can cite becomes a magnet in a sea of recycled text.
Reason #2 — Original data is the fastest path to AI Overview citations
Here's something counterintuitive about Google's AI Overviews and tools like ChatGPT and Perplexity: they don't only cite pages that rank in the top 10. Research from Ahrefs found that nearly two-thirds of AI Overview citations now come from pages ranked 11th or lower in regular search results. What those cited pages tend to have in common is specific, attributed data.
AI systems are looking for facts they can source. A page that contains a unique statistic — something another source can point to — can get pulled into AI answers regardless of where it ranks organically.
Publishing original research is one of the clearest ways to earn that kind of citation.
Reason #3 — It builds authority that compounds over time
A well-placed original statistic doesn't just earn one backlink. It earns links every time someone else cites your study. Journalists, bloggers, and researchers routinely search for data to support their own writing, and if your number is the only one that exists on a topic, you become the source by default.
That compounding effect — which, in this case, are the links accumulating over months and years — is exactly the kind of durable authority that's hard to build through any other single piece of content.
4 ways to create original research without a big budget
That’s all good, but you must be thinking whether or not you can do it, right?
The good news is that you can absolutely do it. You don't need a research team or a large budget. You need a method and a specific question.
Here are 4 ways you can create original research without too much hassle.
1. Run a quick survey
Google Forms is free. SurveyMonkey has a free tier. A survey of 100–200 people in your target audience — customers, email subscribers, members of a relevant online community — is enough to produce publishable data. The key is asking a question your industry doesn't already have a good answer to.
2. Mine your own data
If you run a website, sell a product, or manage any kind of platform, you're sitting on data no one else has. Google Search Console alone can surface patterns worth writing about: which queries are gaining impressions, which pages have unusually high or low click-through rates, how your rankings shifted after a site change. Anonymized and aggregated, your own performance data becomes a legitimate research asset.
3. Do a small-scale study in your niche
Pick a specific question and manually investigate it. Audit the top 100 results for a competitive search term and categorize what you find. Analyze the meta descriptions of the top 50 e-commerce sites in your category. Count how many local businesses in your city have incomplete Google Business Profiles. These are the kinds of studies anyone can run in a few hours.
4. Pull from public datasets and add your own angle
Government databases, industry associations, and academic institutions publish enormous amounts of raw data that most businesses never touch. The research isn't in collecting the data. Instead, it's in asking a question no one has asked of it yet, and making the answer accessible to a non-specialist audience.
How a packaging company earned 170 backlinks from Forbes, CNBC, and USA Today with one survey
Shorr Packaging Corp. is a B2B industrial packaging distributor. In one campaign, with a budget of $10,000, they commissioned a consumer survey about package theft: who's affected, how often it happens, what precautions people take.
They turned the findings into a narrative piece and spent 25 hours pitching it to journalists. As a result:
- They earned 170 media placements.
- 81% percent came from sites with a Domain Authority of 50 or higher.
- The linking outlets included Forbes (DA 96), CNBC (DA 95), Entrepreneur (DA 93), and Inc. (DA 91).
- Page 1 keyword rankings increased by 33%.
The topic wasn't directly about their product. It was adjacent to their industry — the world of shipping and packaging — but written for a general audience.
That's the way to go about it. Find the intersection between what you know and what a broader audience cares about, then produce data about it.
You can read the full case study here.
How to publish it so the right people find it
Collecting the data is only half the work. How you present it determines whether it spreads.
Here are a few tips to help you extend your reach and increase engagement.
- Lead with your strongest number. Your headline stat should be specific, surprising, or both. "47% of small business owners have never checked their Google Search Console data" is a headline. "Many small businesses don't use their analytics tools" is not.
- Structure for scanners. Use clear section headers, bullet lists for data points, and bold text for the key findings. Journalists skimming for a citable stat should be able to find it in under 30 seconds.
- Make it easy to credit. Include a clear attribution line. Something like "According to a [Month Year] survey of [X] respondents by [Your Company]", so anyone who cites it knows exactly how to reference the source.
- Put it in front of people who cover your topic. A quick search for recent articles in your niche will surface journalists and bloggers who regularly cite data. A short, direct pitch — "I thought this number might be useful for your coverage of X" — is all you need. After all, you're offering a useful data point.
The shortest path to standing out
The content strategies that worked in 2020 still have value. But they're no longer differentiating, because AI can produce them at scale.
Original research can't be replicated, generated, or replaced. It's the only content strategy where your unfair advantage isn't your writing skill or your budget, but it's the fact that you went and found something no one else has published yet.
Use that to your benefit, and you can still find a lot of success online, even in this post-AI world.
