In a world where ad ban circumvention and content repurposing have become key strategies, understanding where AI draws information from is critically important. We analyzed 107 million AI responses to identify the main citation sources across different industries and understand how this affects recommendations in ChatGPT, Perplexity, Gemini, and Google AI Overviews.
Video-DNA: What AI “Assembles” Responses From
Every AI response is a kind of “video-DNA,” assembled from a small set of sources. These sources are not static; they change depending on the industry. For AI to recommend your brand, you need to know where it gets information in your market.
We classified sources into three main groups: communities and user-generated content (UGC), brands and retail, and independent editorial and reference materials. This provides a clear understanding of where your efforts will pay off.
- Communities and UGC: content created by people in the public space (Reddit, YouTube, forums).
- Brand, Retail, and Owned Sources: commercial platforms controlled by a company or seller (websites, marketplace listings, Amazon).
- Independent Editorial and Reference Sources: third-party resources with no interest in selling (press, Wikipedia, B2B directories).
Almost half of all leading citations across all three industries come from communities and user-generated content. This suggests that if your brand is absent from these discussions, you are losing half of the potential sources that AI turns to.
Source Matrix: How IT Differs from Consumer Goods
The most interesting part begins where industries cease to be similar. This is where the key to content scaling and video uniqueness lies.
IT and Solutions: The Power of Independent Opinions
In the IT and services sector, your homepage will not play a decisive role. Here, third-party validation is valued. Brand’s own sources account for only 2% of citations, while independent editorial and reference materials reach 47%.
“When AI recommends a software provider, it doesn’t take their word for it. It looks for external validation,” note Trendos experts.
The majority of this consists of B2B directories such as Clutch, G2, GoodFirms, Gartner, SourceForge, and Slashdot. It is important to claim and fill out your profiles on these platforms, especially G2, Clutch, and Gartner. Up-to-date reviews in these directories are directly cited by AI. It is also worth striving for publications in industry media (PCMag, TechRadar).
Communication Services: The Voice of the Public and Encyclopedias
The communication services sector is highly public-oriented. UGC leads with 51%, independent editorial sources with 40%, and brand and retail with only 10%. Reddit is the primary source in three out of four engines, and Wikipedia leads in one.
For a telecommunications or media brand, almost everything that matters is earned reputation, press coverage, and a reliable encyclopedic presence, rather than content published on its own resources. Proper Wikipedia page management is critical here.
Consumer Goods: Your Store is Your Quote
Consumer goods are an exception. Here, brand, retail, and proprietary sources occupy almost all the remaining space (46%), after UGC, while independent editorial materials virtually disappear (4%).
AI engines differ: Gemini focuses on Amazon and specialized vendor sites, while Google AI Overviews prioritizes YouTube and Reddit. If you sell physical goods, the main work is concentrated on your own platforms. Auditing marketplace listings, including titles, descriptions, features, and reviews, is key. They serve as citations for AI.
It is necessary to fill in the gaps in reviews: structured, up-to-date reviews on your product pages and on Amazon provide more than any blog post. It is also important to develop a presence on YouTube and Reddit, from where AI also draws information.
Reddit: The Universal Key to AI Answers
Averages hide differences in each engine’s behavior, but Reddit remains a consistent leader. It is among the top three citation sources for each of the three industries and is the most cited source in more than half of cases.
If you want to change one thing after reading this article, let it be Reddit. Investigate how your brand is represented in relevant subreddits. Spam here is counterproductive; the goal is to understand what people are already saying about you in topics that AI cites. This will help you create variations of creatives and adapt content to bypass bans.
Conclusion: Don’t Guess, Observe
Brands that win in AI search don’t guess what engines read. They observe every engine, every query, and work on sources before an answer is written. For generating variations for A/B tests and adapting for TikTok, Shorts, Reels, this approach is indispensable. Remember that uniquification to bypass bans requires a deep understanding of the content’s “video DNA.”
Ask yourself: is it worth ordering or shooting new content, or can existing content be effectively repurposed? The answer lies in being where AI is looking for you. Start by auditing citation sources for your industry right now.
Frequently Asked Questions
What is “content repurposing” in simple terms?
Content repurposing is the process of transforming existing content into new formats or for new platforms. For example, turning a webinar into 50 short clips for social media (TikTok, Shorts, Reels).
How to make 100 unique videos from one?
To create many unique videos from one, you can use background and timbre changes, overlay various effects, add text, subtitles, and also change the structure and editing. This allows you to trick anti-plagiarism algorithms and get a uniquification package.
Should I order or shoot a new video to bypass an ad ban?
Often, reworking a video for advertising and making it unique is cheaper and faster than creating a new one from scratch. If the original material is high quality, then content multiplication through repurposing can be a more effective strategy for bypassing ad bans.
What are communities and user-generated content (UGC)?
UGC is any content created by users, not brands. Examples include Reddit posts, YouTube videos, forum comments, and product page reviews. AI actively uses these sources to form answers.
How does AI determine which sources to cite?
AI engines use complex algorithms to determine the relevance, authority, and timeliness of sources. They analyze how content is discussed in communities, who publishes it (independent experts or brands), and how well it matches the user’s query. This is similar to how algorithms “break down” information into components and then “glue” it together into a new answer.