Why I'm betting on Reddit in the era of AI

Truth be told, I’m a heavy Reddit user. For the past decade of my engineering career, whenever I hit an obscure technical wall or craved an honest, unfiltered opinion, I instinctively appended "reddit" to my Google searches.

Lately, however, my focus has shifted beyond the search bar and straight into Reddit (RDDT) stock. While it's exciting to look at a familiar, beloved service through an investor's lens, it's also incredibly dangerous. I’ve had my share of bitter losses in the past, buying into stocks I mistakenly thought I understood perfectly, only to watch them plummet. In investing, this kind of "excitement" should often serve as a glaring warning light that you are missing something crucial.

The market is sophisticated and efficient. If my unwavering conviction diverges from the market price, it might be a thrilling opportunity, or it might mean I'm totally blind to a fatal flaw. The stronger the conviction, the more ruthlessly you must question yourself. That is one of the greatest lessons I’ve learned from countless impulsive trades and subsequent failures.

Therefore, this post is not a stock recommendation. It is a trading journal: a space to objectively measure the solid evidence behind my current enthusiasm, so that when I review this moment later, I can see exactly what I overlooked and refine my process.

To validate my investment thesis for Reddit, I’ll borrow the three-lens framework of legendary investor Michael Steinhardt:

• Cheap: Did I buy it cheap enough?

• Catalyst: Is there a catalyst that will trigger a revaluation?

• Variant Perception: What is the "truth" that I believe, which contradicts the market consensus?

The first two can be figured out by anyone willing to crunch earnings data or do a bit of research. But the real edge, the deciding factor that makes or breaks the investment, always lies in the third question.

Cheap: The Current Price is Justified

Let’s get one thing straight right off the bat. Based on the current stock price, Reddit’s P/E ratio sits at around 49x. If we conservatively assume a 30% Compound Annual Growth Rate (CAGR) over the next three years, the PEG ratio comes out to roughly 1.6x. This falls perfectly into the 1.5x to 2.0x range where high-growth platform companies typically trade.

In other words, looking purely at the financials, Reddit is neither a massive bargain nor absurdly overpriced. The market has priced it quite fairly.

This is a crucial point. The current valuation alone cannot fully justify my excitement. If I said, "I'm buying because the stock is cheap relative to its earnings," I'd be deceiving myself with a shallow rationale. The numbers are neutral. So why am I boldly betting on this stock? The answer lies in a future that hasn't hit the balance sheet yet.

Variant Perception: As AI Evolves, Authentic Data Gets More Expensive

Here is the core thesis where my view diverges completely from the market consensus:

As AI becomes mainstream, Reddit’s data will become overwhelmingly expensive.

Many interpret the rise of AI as an existential threat to Reddit. The logic goes: if users stop digging through search bars and communities, and instead ask chatbots for direct answers, won't Reddit's traffic eventually dry up? The fact that Reddit is often lumped into the same sector as software companies currently suffering stock drops due to AI threats is proof of this sentiment.

However, having personally designed and developed AI products, the reality I see on the ground is the exact opposite. When you build a service using an LLM API, you quickly realize something profound: while the logical reasoning capabilities of the models are leveling up across the board, the true differentiator is the context (data) you feed them. Standardized Wikipedia knowledge isn't enough to capture the human nuance users want. As language models become more sophisticated, raw, unfiltered "real human conversational data", packed with emotion and context, becomes increasingly scarce, and its value will inevitably skyrocket.

This isn't just a blind belief. According to a Semrush analysis of over 150,000 AI citations, Reddit (40.1%) is the number one source that large language models like ChatGPT and Perplexity rely on for fact-checking. It completely dominates the second and third place sources, Wikipedia (26.3%) and YouTube (23.5%).

Where AI gets its facts in 2026 (Semrush analysis of 150,000 AI citations).

Recently, while driving down a San Francisco highway, a ServiceNow billboard caught my eye and stuck with me: "Without workflow, AI is just expensive advice trained on Reddit." Some might hear that as a dig, but I consider it the ultimate compliment to Reddit. If all the giant AIs in the world are training on Reddit data, then Reddit holds the exclusive raw material that keeps that ecosystem spinning.

Best of all, Reddit's user base is a highly engaged, high-income demographic that advertisers covet. Unlike other social media platforms where users burn time in a doom-scrolling swamp, Reddit is a breathing space of authenticity where people with specific purposes and interests gather to hear the real opinions of others. These experiences and opinions, voluntarily shared by countless real people, are the core resource that AI simply cannot replace.

Catalyst: Reddit Finally Knows the True Value of Its Hand

I want to be clear that from here on out, we are moving from hard facts to my own speculation and betting. The catalysts I’m waiting for to drive the stock price up fall into two main categories:

1. The Domino Effect of Litigation In March 2026, Reddit’s lawsuit against Anthropic was remanded to a California state court. The key takeaway is that Reddit secured the legal grounds and pathway to persistently fight claims of breach of contract and unjust enrichment. I believe there is a high probability that Anthropic will settle this thorny dispute for a massive sum before clearing the giant hurdle of an IPO this year. If this scenario plays out, it will be the first domino to fall. The moment Anthropic waves the white flag and buys a license, other AI companies will have no choice but to open their wallets, faced with the new industry precedent: "scrape for free and get sued, or sign a contract and operate legally."

2. Overwhelmingly Stronger Negotiating Power Listening to the Reddit CEO’s AMA (Ask Me Anything) session in June 2026 made my thesis even more solid. He hinted that after signing their initial deals with Google and OpenAI in 2024, they came to a stark realization about the true value of the data they hold.

My interpretation is this: The 2024 deals were an "introductory price," signed when Reddit hadn't fully grasped the strength of the hand they were holding. It’s highly likely that any new licensing agreements moving forward will be structured on far more aggressive and favorable terms for Reddit. The moment the market fully revalues Reddit, not just as a text-based community, but as the "essential data licensor of the AI era", is the exact catalyst I am patiently waiting for. Because this licensing revenue is essentially 100% pure, high-margin profit with almost no cost of goods sold, its explosive potential is on another level.

The Risks That Could Break My Thesis

As with all investments, no matter how sophisticated the bet, there is always a chance of failure. So, what are the most fatal risks I face right now?

• External Dependency on Acquisition Channels: Having planned and launched several consumer apps from the ground up over the past decade, the risk that chills me the most about Reddit is its traffic dependency. A significant slice of Reddit's traffic is still heavily reliant on Google Search. No matter how good the in-app retention is, being on the hook to a single massive pipeline is a terrifying prospect for any product creator. The moment Google slightly tweaks its algorithm or revamps its AI search UI, Reddit's traffic could be thrown into turmoil. And short-term stock prices will react far more ruthlessly to a sudden dip in traffic numbers than they will to the intrinsic value of the data.

• Stagnant Core User Growth: Currently, the engine driving Reddit's revenue growth is ad monetization. However, the growth rate of "logged-in US users", the target demographic with the highest ad rates, is struggling to break through the 7% ceiling. They might be able to squeeze more Average Revenue Per User (ARPU) by refining their monetization models, but ARPU has its limits. If the current impressive revenue growth is merely the result of "squeezing existing users" rather than "expanding the user pool," this engine will cool off before long.

But the risk I fear the most is that the "catalysts" I so proudly listed above are nothing more than assumptions fabricated in my own head. Anthropic might refuse to settle and choose to fight it out in court, or the licensing deals might fall short of my expectations. Ultimately, I am betting on the probabilities of a future that hasn't happened yet.

For the Record

I am not an investment guru with all the answers. I am just an ordinary investor, wrestling with the market every day and fighting the greed and fear within myself. In the past, when a stock I bought with conviction dropped, I would hit the sell button in a fit of panic and later rationalize it by telling myself I was just unlucky.

To avoid repeating such painful mistakes, I am building 'Kamtra', a tool designed to analyze my own investment psychology objectively and measure my personal edge. This post is an extension of that effort: a massive "Prediction" and "Plan" journal written to myself.

Six months or a year from now, this record will serve as a harsh mirror, grading just how sophisticated my thesis was, or how arrogant my excitement was. If my bet hits the mark, I’ll know which facts held up. If it fails miserably, I’ll know exactly which assumption my arrogance sprouted from. Even if my bet fails, if I can review the raw, unedited causes of that failure, I believe it will translate into a true edge, far more valuable than the money lost.

Disclosure: This post is not a solicitation to invest; it is solely a trading journal for my own reflection and discipline. As of the time of writing (June 2026), I disclose that I hold shares of Reddit (RDDT).