When women ask ChatGPT which menopause supplement to buy, the answer is shaped almost entirely by Reddit conversations the brands have no idea exist – and no influence over.
Here is the sentence every DTC marketing leader needs to internalise this quarter, because everything else flows from it:
When buyers ask AI search engines which product to buy in your category, the AI’s answer is shaped almost entirely by Reddit, and you have no idea this is happening, let alone any influence over it.
We just ran the experiment that proves it. We took the menopause supplement category (six of the most visible DTC and retail brands, including Happy Mammoth, Estroven, Amberen, Thorne, Ritual) and probed them across the three engines now eating organic search alive: ChatGPT, Perplexity, and Google’s AI Overviews.
We fired 43 buying-intent queries from real personas at all three engines simultaneously through our AI tracking tool, LeoSEO. That gave us 129 AI answers to dissect, and 439 unique cited sources to interrogate.
The single number that mattered most across the entire dataset was this one:
Reddit is the most-cited source in the category. Nothing is close.
Reddit was tied for the #1 top source across our analysis.
Out of 439 sources AI cited across our 129 answers, Reddit was tied for first with 39 citations. The other tie-holder was GoodRx, a pharmacy price comparison site. So far, that sounds even.
It isn’t.
GoodRx’s 39 citations come from 22 unique URLs, essentially the same handful of “best supplement” comparison pages getting cited over and over. Reddit’s 39 citations come from 33 unique Reddit threads. Different conversations, different subreddits, different women writing different things at different times. Reddit isn’t just one of the sources AI is using to answer questions about menopause supplements.
It is, by a wide margin, the most diverse source AI has access to in this market.
Healthline, WebMD, Harvard Health, the National Library of Medicine, Wikipedia, every traditional health publisher you’d expect to dominate this category sits below Reddit in our citation rankings. Brand-owned blogs barely register at all.
One thread is currently writing a brand’s ChatGPT SEO reputation. The brand doesn’t know.
Here is what makes this concrete. Inside our dataset, a single Reddit thread on r/Perimenopause, simply titled “Happy Mammoth” was cited in six separate ChatGPT answers. Six different women, asking six different questions about menopause supplements, were given answers built on the same anonymous discussion that started years ago and that Happy Mammoth, the brand, has no presence in.
This one thread was cited in six separate ChatGPT conversations.
The reviews left in that one thread, by women whose names nobody knows, whose moods on the day they posted nobody can verify, whose products purchases nobody can audit, are now, materially, what ChatGPT thinks Happy Mammoth is. The brand has no influence over the thread. Nobody on the marketing team can edit it. Nobody on the legal team can take it down. Reddit’s moderators would block any attempt to post into it from a brand-affiliated account. And the brand’s analytics dashboard (built around Google Search Console, Meta Ads Manager and Klaviyo) has no field anywhere that would surface its existence.
This is one thread. There are 32 more like it in our snapshot of just one category, just one brand’s competitive set, just one week of probing. Multiply that out across every DTC category with an active subreddit and you get the shape of the problem.
How we know the brands have no idea
You don’t even need to ask the brands. The data tells you. LeoSEO classifies every AI answer by the topics it discussed (effectiveness, ingredients, transparency, personalization, safety, third-party testing) and then measures how often each brand was mentioned specifically when AI was discussing that topic. Here is what Happy Mammoth’s profile looks like:
Brand citation rate by topic across the three LLM engines in our analysis.
The topics that decide whether a perimenopausal woman buys a $60 monthly supplement subscription (i.e. is this safe, is it tested, is it transparent about ingredients, can I personalise it to me) are exactly the topics this brand is invisible on. The conversation is happening 9 times in our dataset on transparency alone. Happy Mammoth is in zero of those conversations. They’re being discussed on Reddit constantly, but the parts of those discussions that ChatGPT pulls into its answers are the parts that don’t mention them.
If the brand had any visibility into any of this, they would already be doing something about it. They likely aren’t doing anything about it because they likely don’t know.
And the brands actually winning aren’t the ones running ads
The other tell (and this one should make every DTC founder physically uncomfortable) is who’s winning. The brand with the largest paid acquisition spend in this category (Happy Mammoth) is tied for last on Google AIO and Perplexity, and middle of the pack on ChatGPT. Meanwhile:
Millions in ad spend, but only cited 14% of the time by ChatGPT – a familiar story in this space.
- Thorne Meta-Balance leads Perplexity at 26% – a sub-product of a multi-vitamin company that doesn’t position around menopause at all
- Thorne leads ChatGPT at 19% – a research-led wellness brand whose menopause SKU isn’t even in their top marketing priorities
- Ritual hits 23% on Perplexity – a women’s health subscription brand with no menopause-specific positioning
None of these brands are winning AI search because they outspent the category leader on Meta ads. They’re winning because Reddit talks about them more, in more threads, with more conviction. They have spent years accumulating community presence (sometimes accidentally, sometimes through patient long-term content investment) and the AI models have rewarded them for it. The brands paying for paid acquisition in 2026 are funding the demand, but the brands with Reddit footprints are catching it.
Why brands have no influence over this (yet)
Three structural reasons, and they all matter.
One: Reddit is hostile to brands. Subreddit moderators ban brand-affiliated accounts on sight. The platform’s culture treats marketing as adversarial. A DTC brand that walks into r/Perimenopause and tries to “engage authentically” gets reported, removed and sometimes site-banned within hours. The conventional social media playbook, i.e. community manager / branded account / on-brand voice, does not transfer.
Two: there’s no dashboard. Every other channel a DTC brand cares about has analytics. Google Search Console tells you which queries you rank for. Meta Ads Manager tells you which creatives are converting. Klaviyo tells you which subject lines get opened. Reddit, as it relates to AI search visibility, has no equivalent. There is no tool inside the standard marketing stack that says “here are the 33 Reddit threads currently being cited by ChatGPT when buyers ask about your category, here are the four where your brand is mentioned, and here is the sentiment in each of them”.
Three: the existing playbook is the wrong playbook. “Build a Reddit presence” usually means “set up a brand subreddit and post sale announcements”. That doesn’t move AI citations. What moves AI citations is being mentioned, recommended and discussed inside the threads buyers already trust. Threads in r/Perimenopause and r/Menopause and r/Supplements that have nothing to do with any brand’s owned channels. The work is community work, not content work, and DTC marketing teams are not staffed for it.
What this means if you sell DTC
If you are a marketing leader at a DTC brand selling into a category with active Reddit communities (supplements, skincare, sleep, pet food, anything that people research before buying) three things are now true:
First, your AI search visibility is already being decided right now, by people you’ll never meet, in threads you don’t know exist. The decision is happening with or without you. Doing nothing is no longer a neutral, but a vote for whatever the current threads say.
Second, you can’t fix what you can’t see. Before you can influence the conversations that shape AI answers about your brand, you need a dashboard that surfaces them. That dashboard does not exist inside your current marketing stack. It is the missing analytics layer of 2026 DTC.
Third, the brands that win this don’t look like the brands that won SEO. SEO winners published more content on their owned domain. AI search winners earn presence inside the conversations their buyers were already having on platforms they don’t own. The playbook has moved off-domain, and the brands that recognise this first are going to build an advantage that paid acquisition alone won’t be able to close.
The uncomfortable bit, for anyone whose KPI is “blog traffic” or “branded search volume” is that none of this gets fixed by another piece of content on your own domain.
See what ChatGPT is saying about your brand (and which Reddit threads are deciding it)
LeoSEO by blimpp probes ChatGPT, Perplexity and Google AIO across 40+ persona-driven queries in your category and shows you exactly which sources AI is trusting. Reddit Lens, the second half of what blimpp does, then maps the actual threads shaping those answers, and tells you which ones to intervene in before they cause permanent AI reputational damage.
See what AI is saying about your brand (and which Reddit threads are deciding it)
LeoSEO by blimpp probes ChatGPT, Perplexity and Google AIO across 40+ persona-driven queries in your category and shows you exactly which sources AI is trusting. Reddit Lens, the second half of what blimpp does, then maps the actual threads shaping those answers, and tells you which ones to intervene in before they cause permanent AI reputational damage.
