Why AI cites Reddit more than your website (and what to do about it in Panama)

Try it right now: ask ChatGPT or Perplexity for the best of anything —a piece of software, a service, a product— and look at where the answer comes from. With high probability, a good part of what it tells you comes from Reddit. It is not a coincidence or a quirk: in 2026, Reddit is the most-cited source by AI engines, with around 40% of all citations, ahead of Wikipedia, YouTube and Google itself.

For a brand this changes the game in a way almost no one in Panama is looking at yet. You can have an impeccable, fast, well-optimized site and still be practically invisible when the AI talks about your sector, because the AI is not reading your website: it is reading what people say about you on the forums. This guide explains why it happens, what risks it brings, and how to participate honestly —without falling into astroturfing, which is detected and penalized— in the spaces that really shape AI answers.

The data, with numbers and nuance

It is worth anchoring the claim in verifiable data, because a lot of exaggeration circulates about AI. A Semrush analysis of 150,000 citations placed Reddit as the number-one source, with 40.1% of citations in ChatGPT, Perplexity, Google AI Overviews and AI Mode, followed by Wikipedia (26.3%), YouTube (23.5%) and Google (23.3%). An independent study of 30 million sources reached the same conclusion: Reddit leads citations in the five major engines. And in Perplexity specifically, different analyses place Reddit between 24% and 47% of its top sources.

An honest nuance: not all studies agree on the magnitude. Some late-2025 analyses noted that, in certain sectors, the engines leaned more on brand-controlled sources than on Reddit, and the share fluctuates by category and by engine. The exact figure is debatable; the direction is not. Forums, with Reddit at the head, are today one of the main raw materials of AI answers, and any visibility strategy for AI engines that ignores that channel is leaving out a big piece of the board.

Why forums beat corporate websites

Understanding the mechanism avoids chasing the wrong tactics. An AI answer is designed to sound like a person with experience answering a concrete question, with no commercial bias. And that is exactly what a Reddit thread offers: someone asked "what is the best X for Y?", several people answered with real experience, and the community upvoted what was most useful and downvoted what was dubious. That question-answer format with social validation is the ideal structure for the model to extract an answer the user perceives as impartial.

A corporate website plays at a disadvantage on this terrain by construction. It is written in a sales tone, it claims its product is the best with no neutral source to back it, and it has an obvious bias toward itself. The model notices and trusts it less. This does not mean your website is useless —it is still where you control the message, convert and host your structured data, which the AI also reads—, but the forum provides a kind of testimony your site, by its nature, cannot give: the voice of a third party with no commercial interest. It is the same logic we explained in the guide on how your brand appears in ChatGPT: the AI builds its image of you from many sources, not just the one you control.

The other side of the coin: the risk

That the AI cites forums has an uncomfortable face worth looking at head-on. The models, when citing Reddit, do not filter sentiment well: different analyses show that the citation rates for positive and negative comments about a brand are nearly identical. Put plainly: a complaint is as likely to be cited as a compliment. If in a thread someone left a bad experience with your company that no one answered, that criticism can become part of how the AI describes you.

And time works against you. Real-time search engines, like Perplexity, can index a new post within hours. A criticism posted today can appear in an AI answer this very afternoon, before your team even knows it exists. This inverts the traditional logic of online reputation: it is no longer enough to respond fast to a Google review; now the forum conversation moves to AI answers almost in real time. The first defensive step, before any active strategy, is simply to monitor: periodically ask ChatGPT and Perplexity about your brand and your sector, and see what they say and what sources they cite.

How to participate well: the line between presence and astroturfing

Here is the part where most get it wrong, and where honesty is not just ethical but the only tactic that works. The obvious temptation is to create accounts and post about your own brand simulating user enthusiasm. That is called astroturfing, and it is a bad idea for three concrete reasons.

First, it is detected and punished. Reddit bans accounts and entire communities for covert self-promotion, and the communities are experts at smelling disguised marketing. A clumsy attempt generates a critical thread about your brand, which is exactly the bad reputation you wanted to avoid. Second, the AI can cite your own disaster: since it does not filter sentiment, if your maneuver provokes criticism, that criticism becomes citable. Third, it is not sustainable: it works, if at all, once, and leaves the brand exposed forever.

The alternative that does work is genuine participation, and it is simpler than it seems though slower. It means contributing real value in your sector's communities: answering questions with real knowledge, sharing useful experience, being transparent about who you are when the context calls for it. A company whose experts participate honestly in their field's communities accumulates, over time, a presence the AI picks up naturally and favorably. It is not a marketing trick; it is building real reputation in the spaces where it forms. The difference with astroturfing is the same as between having a good name in the neighborhood and paying people to pretend they appreciate you.

The strategy for a Panamanian brand

The practical question remains: how does this apply to a company in Panama, where the local customer does not exactly live on Reddit? The answer has two layers, and it is worth not confusing them.

The first layer is global and technical. Although your Panamanian customer does not use Reddit, the AI engines they do use —ChatGPT, Perplexity— draw from Reddit on a global scale. That is why, in technical, software or export sectors, an honest presence in your field's relevant communities —even if in English— influences how the AI describes you to anyone who asks, including the Panamanian. The second layer is local and attends to the spaces where your customer is: Panamanian Facebook groups, sector forums, LinkedIn and, above all, real reviews on Google Business Profile, which the AI also reads and weighs.

For most Panamanian businesses, the highest-return move is not fighting on global Reddit, but dominating the local layer: getting authentic reviews and maintaining useful presence where your customer is. We develop it in the guide on how to get Google reviews, which is the Panamanian, grounded version of this same principle. The exception is technical or export sectors, where the global forum layer does weigh directly. In both cases, the foundation is the same: your reputation in third-party spaces is today part of your AI visibility, and it is built by participating with honesty, not by faking.

Where this fits in a complete AI strategy

To close, it is worth placing this channel within the complete picture, because on its own it is not enough. Appearing in AI answers is built on three legs that reinforce each other. The first is your own site: well structured, fast, with structured data the AI reads, written in the question-answer format the engines extract —we cover it in the guide on how to appear in ChatGPT and Perplexity from Panama—. The second is your reputation in third-party spaces: forums, communities and reviews, which is what this article is about. The third is the consistency of your brand as a recognizable entity, which the AI learns from the repetition of coherent mentions.

The three legs rest on the same principle, which is the antithesis of the shortcut: the AI rewards what is genuinely useful and verifiable, and penalizes what is fabricated. An honest, well-made site, a real presence in your sector's communities and a coherent brand are not three tricks, they are three faces of doing things well. That is why the same company that tries to fool the algorithm with empty content and fake reviews ends up losing on all fronts, while the one that builds real reputation wins on all of them at once. If you want to start with the leg you control —your site— and understand how it connects with the rest, that is how we work the AEO and GEO service.