Artificial intelligence (AI) is fundamentally reshaping how buyers search for information, forcing B2B marketers to rethink their approach to digital visibility. As large language models (LLMs) mature, they increasingly rely on a diverse array of sources to construct accurate, intent-driven answers— including the social media platform Reddit.
Conductor recently analyzed citations across major LLMs and found that Reddit’s share of AI citations is dropping, but when cited, it remains the primary source. This reliance signals a massive content gap rather than a competitive threat—AI models primarily default to community forums when authoritative brand publishers fail to address real-world, decision-stage questions. For B2B marketing professionals, this reliance on unpolished, experience-driven insights exposes clear messaging blind spots.
AJ Kieffer, Conductor VP of Product Marketing, discusses these issues, the mechanics of intent-based citations, how modern marketing teams recapture their share of AI search visibility, and where B2B marketers can identify exactly where their content falls short and build strategies that align directly with actual buyer intent.
Demand Gen Report (DGR): AJ, thanks for taking time out of your schedule today to answer our questions. Let’s start here: what prompted Conductor to analyze Reddit’s role in AI citations?
AJ Kieffer: Thanks for having me. We were trying to understand how LLMs decide which sources to trust, and how that changes as both AI models and content ecosystems evolve.
Reddit has historically had an outsized share of citations compared to other sources, indicating a reliance on community-based content as sources for LLMs. The genesis of our analysis was to answer the question: Is Reddit here to stay as a top source for LLMs, or will it eventually fall off? Through our analysis, we identified an interesting trend: Reddit’s share is declining over time.
When Reddit does show up, it’s often the sole citation. One could say that’s due to authority, but we have another hypothesis: this actually signals a content gap, places where brands and publishers hadn’t created content that addressed real-world questions or decision-stage concerns. Essentially, LLMs have nowhere else to turn, so they default to community content.
So, when it comes to the downward citation trend for Reddit, our hypothesis is that it’s not necessarily because Reddit is becoming less relevant, but rather a sign that LLMs are getting better at evaluating sources, and that more high-quality content is emerging to fill those gaps.
That’s what made Reddit so interesting. It became a proxy for where content ecosystems were falling short. This ultimately isn’t just a story about Reddit. It’s about how AI search is evolving, and how being cited increasingly depends on whether your content is useful enough to be included in the answer.
DGR: How does Reddit’s community-driven content give it an edge?
Kieffer: Reddit gained influence in AI search because it fills a need that most brands avoid. It’s the home turf of unpolished opinion, firsthand experience, and open disagreement.
Users on Reddit aren’t looking for polished messaging. They’re looking for the truth behind the specs, the messy, experience-driven insights that come from people actually using the product. Reddit delivers that at scale, often with multiple perspectives instead of a single corporate narrative.
That dynamic is surprisingly valuable for LLMs. A thread full of people disagreeing isn’t a credibility problem— it’s a credibility signal. To an AI system, visible disagreement appears to be crowd-sourced validation. It reads as trustworthy precisely because it’s unscripted.
When Reddit appears, it should signal to brands and publishers that there isn’t enough strong content elsewhere. Those moments represent some of the clearest content opportunities in AI search.
Reddit’s Role In AI Search
DGR: What is intent-based citation, and how does it affect Reddit’s role in AI search?
Kieffer: AI systems don’t just match topics. They match intent.
The type of question determines the type of source:
- High-level questions pull from authoritative publishers
- Decision-stage queries lean toward comparisons and evaluations
- Practical or edge-case questions surface in forums and community content
Reddit tends to show up in those latter categories because it reflects how people ask real-world questions. For brands, the implication is simple. Covering a topic isn’t enough anymore. You need to match the reason someone is asking.
That means building content around decisions, tradeoffs, and use cases, not just definitions.
DGR: What factors contributed to the 50% decline in Reddit’s AI citation share? Why does it still dominate when cited?
Kieffer: The decline is less about Reddit losing relevance and more about the ecosystem maturing. AI systems are expanding the range of sources they trust, pulling more from publishers, brand content, and structured data. As that happens, reliance on any single platform will naturally decrease.
But Reddit hasn’t disappeared. It’s become more concentrated. It appears when buyers are seeking validation or a real-world perspective. In those moments, experience-based content becomes incredibly valuable.
That’s why Reddit citations remain important. When Reddit shows up, it means that it is the only authoritative source for LLMs to pull from for specific, intent-based content. This is a major opportunity for B2B brands and publishers to jump on and recapture.
DGR: Which types of B2B marketing prompts are most likely to result in Reddit citations?
Kieffer: Reddit tends to show up in prompts shaped by a specific persona or scenario. These are usually framed as questions that buyers ask to reduce risk.
We typically see four categories:
- Product comparisons shaped by use case: iPhone or Samsung for travel bloggers
- Vendor evaluations tied to the audience: McFit or Virgin Fitness group classes for teenagers
- Implementation challenges: Tried X in the manual, didn’t work. Now what?
- Peer recommendations with layered needs: Best laptop for college + gaming + dorm setup
These are decision-stage queries in which buyers are weighing trade-offs. That’s also where brand content tends to fall short.
Content Opportunities
DGR: What are the key gaps in B2B brand content that allow Reddit to dominate?
Kieffer: The areas where buyers want firsthand experience rather than polished messaging. These are moments where people are trying to understand tradeoffs, risks, and what something is actually like in practice.
Most B2B content is designed to explain or promote, while Reddit conversations are designed to evaluate. Threads often include disagreements, edge cases, and real-world friction points. For LLMs, that kind of messy, experience-driven content can actually be more useful when constructing answers.
But the real opportunity is what Reddit reveals. When Reddit appears in AI-generated answers, it often signals that there isn’t sufficient brand or publisher content addressing that intent. In other words, a Reddit citation is less a competitive threat and more a roadmap for where better content should exist.
This is why brands should start treating Reddit less like a competitor to outrank and more like a research tool. Look at which questions are dominated by Reddit, which are already brand-led, and where citation share is still contested. Then invest in creating content that addresses those specific decision-stage moments.
The brands that gain citation share aren’t necessarily publishing more. They’re creating the right content for the right intent, especially in areas where human experience matters most.
DGR: How can brands use Reddit as a research tool to identify content opportunities?
Kieffer: Reddit is one of the clearest windows into real buyer intent. It shows how people phrase problems, what they’re skeptical about, and where existing content falls short. Many of these questions don’t appear in traditional keyword research.
Used correctly, Reddit becomes less of a channel and more of a signal engine. The opportunity is translating those insights into structured, authoritative content that answers the same questions.
Lesson for B2B Marketers
DGR: What strategies can marketers adopt to compete with Reddit’s experience-driven content format?
Kieffer: Brands don’t need to replicate Reddit. But they do need to address the gaps Reddit exposes.
The goal isn’t to mimic Reddit’s casual tone. It’s to make sure your content answers the same questions your audience is asking. That means showing real scenarios, acknowledging tradeoffs, and incorporating practitioner voices.
When Reddit appears, it often signals that level of specificity doesn’t exist elsewhere. Creating content that addresses those questions is one of the most effective ways to compete for citations.
DGR: How can marketers leverage Reddit’s language to address messaging blind spots?
Kieffer: Reddit highlights the gap between how brands talk and how buyers think. It reveals how people describe problems, frustrations, and comparisons. That’s where messaging gaps often exist. The opportunity is aligning with how buyers actually describe their challenges. Content that reflects that language is more likely to be surfaced.
DGR: What lessons can B2B marketers learn from Reddit’s success in AI search visibility?
Kieffer: One key lesson is that buyer-driven content tends to surface more often in AI-generated answers.
Reddit reflects how decisions actually get made, through questions, tradeoffs, and validation. At the same time, Reddit’s share is declining as more brands create content that better addresses these needs. That suggests LLMs are expanding the sources they trust as the ecosystem evolves.
For B2B marketers, the takeaway is straightforward: Focus on real decision-making moments, and treat Reddit citations as signals of where better content still needs to be created.
