by Tom Webster
Lessons to be learned from the podcast consumers driving roughly 62% of recalled ad spend.

Podcast consumers are starting to use AI to find new shows. We’ll show who’s doing it, what they ask for, and how often it works. Plus: which canceled TV show Americans would let AI bring back. Join Tom Webster and Right Side Up’s Grant Durando on Wednesday, October 28th at 1 pm ET for a brand new report from The Podcast Landscape: The Chatbot Sent Them: What AI Use and Discovery Mean for Your Podcast Ad Dollars

Most recalled podcast ad spending comes from a small slice of buyers. In the new Super Spenders report, a special edition of the Podcast Atlas, 39% of podcast consumers made a podcast-ad-driven purchase in the last three months, and 28% of those purchasers (11% of podcast consumers) spent $300 or more. Those super spenders account for roughly 62% of recalled podcast-driven spend, a figure that is probably conservative because the report values the $1,000-and-up bucket at its $1,000 floor. Throughout, "moderate spenders" means purchasers who spent less than $300, and the sample comprises U.S. adults who used at least one ad-supported creator or media platform in the past 30 days.

To read the data, I leaned on Glenn Rubenstein of ADOPTER Media, whose remarks on our Super Spenders webinar are quoted throughout. The project really began with a hunch of his. The stat he has repeated for two or three years is that 10% of U.S. households account for 50% of consumer spending, and he told me in Palm Springs this past January that he suspected the households doing well overlapped heavily with podcast audiences. That would explain how an industry kept growing through what he calls times that were "at best, uncertain." Glenn noted at the time that we were in what economists call a "K-shaped economy," where not every segment of the population is sharing in economic growth. This differs from what I would call the "Special K economy," which is what I enjoyed living off of cereal as an English Lit grad student.

Glenn and I walked through the data in a live webinar last week, which you can watch on demand, but as a short course, here are five things you need to know about the people who attribute the most spending to podcasts:

1. They use more platforms and more genres

Attention and completion don't explain the spending: the gaps for episode completion and amount of attention paid to podcasts are within a few points of everyone else, for audio, video, and clips alike. The difference is breadth. Super spenders use 6.9 platforms a month against 6.1 for moderate spenders, and they consumed 6.8 podcast genres in the last 30 days against about five for all podcast consumers.

Glenn's phrase for them is "largely super fans," and his illustration is the $800 LG steam closet he bought when he moved to Las Vegas, which he talks about so often that he can count on two hands the people who've bought one because of him, and now I want one, too. He added that someone who pays for premium streaming and skips linear television may hear almost no advertising anywhere but podcasts and YouTube.

2. They gather in genres advertisers undersell

The genre gaps are concentrated in technology, gaming, business, and kids and family. Technology leads at 43% of super spenders against 26% of moderate spenders, while news and comedy, the two biggest genres in the study, show little difference between the groups. Super spenders also run younger (a mean age of 39.4, against 43.5 for moderate spenders and 45.7 for all podcast consumers) and lean male at 60%.

Glenn said none of this shocked him, because many of those genres are "notoriously under-monetized." Tech audiences are early adopters, and an endorsement from a tech voice they trust is, in his words, probably at the very top of credibility, yet advertisers often don't understand the genre and the higher CPMs scare them off. He also pointed out that male-skewing genres like sports, edgy comedy, and professional wrestling cost less per thousand than a premium audience like high-income suburban women who listen to true crime, and that lower CPMs tend to bring higher frequency and higher ad load.

3. They respond in audio, video, and clips alike

Audio and video podcast reach is essentially equal across super spenders and moderate spenders, so the footprint difference is social, led by TikTok, X/Twitter, Threads, and Twitch. Super spenders also consume podcast content on more platforms, and every platform except YouTube shows a clear gap, including the dedicated podcast apps Spotify and Apple Podcasts. The data shows that the platform usage pattern is additive: YouTube plus everything else. They credit their purchases to ads heard in audio episodes, seen in video, and found in clips alike, suggesting that the smart money will add podcasts to social budgets and social to podcast budgets.

Glenn's cautions are about measurement. He noted in the webinar that X and Twitch count views in ways that make them hard to treat as a consumption audience the way you would YouTube or audio through RSS, though a podcast with an active following on either is a plus when he vets a show, and he thinks engagement on platforms like Threads and Reddit counts for something too. Raw aggregate views from clips are, in his view, very misleading, and he compares clips to a movie trailer and the box office results: you need the hype, and one can't exist without the other.

4. They follow the creator off the feed

Three-quarters of super spenders (75%) subscribe to at least one podcast newsletter, against 38% of all podcast consumers, and only 10% have never subscribed, compared with 42% of all podcast consumers. Among subscribers, 54% of super spenders say a newsletter often or always leads them to an episode. Fifty-eight percent say clips often turn them into regulars of a show.

Glenn calls newsletters "massively slept on," and he offered an anecdote about clips: in his 2027 conversations, brands are finding reuse rights coming down substantially and sometimes free in annual packages, because shows would rather have a brand put money behind amplifying a clip. His practical tip for the buyer is to look up the Reddit community for any host you're considering, since it shows how the host is received better than almost anything else. Newsletters, I'll add, mean you have to work as hard on yours as you do on the show. Sorry about that. It's a useful discipline.

5. They remember the ads, and they act on them

Super spenders recalled 2.5 advertised brands in the past week against 1.7 for all podcast consumers, and 44% often or always purchase after creator-platform ads, compared with 20% of moderate spenders. Host-read is still the most persuasive format for them, but at 30% versus 42% for moderate spenders, it is less dominant; only 2% say they can't tell the formats apart, versus 12% of all podcast consumers. They are also in the market for expensive things: compared with moderate spenders, they lead on financial services by 18 points, online mental health by 19, automotive by 18, and online medical services by 13.

Glenn's reading is that people who consume podcasts as a primary media source like hearing different voices and being in control of their own decisions, especially about finance and health. They do their own research, and they want as few barriers to entry as possible. He also thinks super spenders are persuadable one degree removed from a host they trust, which would explain the more spread-out format preferences. One likely reason for this: as noted before, they are exposed to a lot more platforms than moderate spenders, and so are likely exposed to frequency of message in different formats. In other words, fortunately for us, ads work.

A Final Caution

If the lesson is "buy tech podcasts," then tech risks going the way news and comedy did, which Glenn says everyone has already moved into. Glenn makes the point that the genre that performs best for an advertiser is rarely the one anyone predicted. The best way to read the differences between segments in this data is as a profile of who super spenders are right now, not as proof that any single behavior causes spending. The action here is to make smart bets and test. And put some spend on newsletters and social while you are at it, to increase exposure surfaces and vary the approach, all of which improve your odds of getting attention.

The audience is always changing. I've made the point before that the audience isn't a herd of sheep you can corral into one platform or channel. They are a herd of wild boars, trampling your garden, ignoring your fences, and likely ruining those peonies you just planted. You can't fence them in; you can only give them what they want today and live with the fact that it won't be the same tomorrow.

You can download the full Super Spenders report here. The webinar replay is here. The Podcast Atlas, which this report draws from, was made possible by our sponsors SiriusXM Podcast Network, ESPN Podcasts, BetterHelp, NPR, and American Public Media, and fielded by our research partners at Signal Hill Insights; the Super Spenders report was sponsored by ADOPTER Media. Thank you to all of them.