Your buyer is asking ChatGPT, and it's quoting Reddit

Picture the last software decision you made. There’s a decent chance it didn’t start on Google. It started with a question typed into ChatGPT: “what’s the best tool for X,” or “alternative to [the thing I’m sick of].” You read the answer, built a shortlist in your head, and only then went looking at actual websites.

Your buyers are doing the same thing to you. And the answer the AI gives them is assembled mostly out of Reddit.

That’s the whole shift, and it quietly moved the buying decision somewhere you don’t control.

The numbers are not subtle

Buyers moved to AI faster than almost anyone planned for. In one 2026 survey, 94% of B2B buyers said they now use an LLM somewhere in the purchase, and most start their research there before they ever open Google. G2 found half of software buyers now begin the journey inside a chatbot. AI assistants have become the single biggest influence on which vendors make the shortlist, ahead of review sites and your own sales team.

Here’s the part that should get your attention: when someone asks a category question, the answer isn’t built from your homepage. It’s built from whatever third-party sources the model trusts. And the source it trusts most is Reddit.

Where they ask	How much it leans on Reddit
Across ChatGPT, Gemini, and Claude	Reddit is roughly 40% of all citations, the single most-cited source
Perplexity	Around 24% of January 2026 citations came from Reddit
Google AI Overviews	Reddit made up about 44% of its social-source citations
Gemini	The outlier, citing Reddit in only about 0.1% of responses

And it’s climbing. One index measured Reddit’s citation share growing more than 70% in a single quarter, from late 2025 into early 2026. Citation concentration is at a record high too, with a handful of domains soaking up most of the references. Reddit is at the top of that pile.

Put plainly: a stranger’s Reddit comment about your category now carries more weight in the buying decision than the landing page you spent three weeks polishing. You can’t optimize your way into the answer from your own site. The answer is coming from somewhere you don’t control.

Which is exactly why people started cheating

If Reddit threads decide what the AI recommends, the obvious move for a certain kind of marketer is to go manufacture some Reddit threads.

That’s happening now, out in the open enough that reporters are writing it up. In mid-2026, 404 Media documented peptide and hormone brands seeding subreddits with sock-puppet accounts and bot-written posts, all aimed at steering what ChatGPT and Google say when someone asks for the “best” option. There’s even a tidy acronym for it now, AEO, answer engine optimization, which is a clean name for what is often just astroturfing with extra steps.

Do not do this. Not for the reasons a compliance page would give you, but because it’s a bad bet that’s getting worse.

It’s fragile. Google updated its spam policies in May 2026 to explicitly cover AI answers, and in the cases that got exposed, moderators responded by banning entire topic categories, taking the honest posters down with the fakes. It’s detectable, and the detection is improving on every side at once. And it’s a reputational landmine: the moment someone notices that the glowing “I’ve used this for months” comments trace back to the vendor, the story stops being your product and starts being your dishonesty. Reddit itself has every reason to hunt this down, because the authenticity is the entire thing that makes its data worth citing. You’d be sawing off the branch you’re standing on.

We wrote a whole post about the ban side of this. The short version: Reddit doesn’t hate promotion, it hates fakery, and the AI platforms are now aligned with it on that.

The boring version that actually works

Strip away the manipulation and something genuinely useful is left, because the underlying fact is real: being present in the conversations your buyers read is now part of being considered at all. The honest way to do it is slower, and it compounds instead of collapsing.

A few things that actually move the needle:

• Answer the recurring category questions, for real. Every niche has its evergreen threads: “best tool for X,” “what are people using instead of Y,” “is Z worth it in 2026.” When you show up in those with a genuine, specific, disclosed answer, you’re planting the exact sentences an AI later quotes. Not because you tricked it, but because you were the useful reply.
• Get mentioned next to the problem, not just the product. Models pick up association. If your name keeps appearing in threads about a specific pain, you become the answer to that pain. The way to earn that is to be the person who consistently helps with it.
• Let real customers do what you can’t. A sincere “we switched to this and here’s what changed” from an actual user is worth more than anything you can post about yourself, and it’s the one kind of Reddit presence that’s both effective and completely clean. Make your product worth mentioning, then make it easy for happy users to mention it.
• Check what the machine already says about you. Ask ChatGPT and Perplexity for the “best [your category] tools” and see whether you’re in the answer and what it says. Search Reddit for your own name. That’s your real brand perception now, and most founders have never looked at it.

None of this is a growth hack. It’s the slow work of being genuinely visible in public, which is the only version that survives the next policy update.

Where this leaves you

The catch, same as always, is finding the right threads. There are thousands of them, most are noise, and the ones worth your time are the specific conversations where your buyer is describing your problem. Reading for those by hand is a slog. We covered the manual playbook here, and it works.

That reading is what I build a tool for, so factor that in. The desktop app I work on finds the threads where people are already asking about your category and scores which ones are a real fit, so your time goes to actually helping in them. There’s a person, you, in the loop for every reply, which is the whole reason it can’t be turned into the sock-puppet version even if someone wanted to. If that’s useful, it’s here.

But tool or no tool, the takeaway doesn’t change. Your next customer is going to ask a machine what to buy, and the machine is going to answer with what people said on Reddit. You don’t get to write that answer. You only get to earn it, one genuinely helpful comment at a time, and hope you started early enough that there’s something good there when they ask.