Podcast monetization: do product buyers also pay for subscriptions or merch?

In a December 2022 US survey, most people who reported buying something discussed or promoted on a podcast had never paid for a podcast subscription or bought podcast merchandise. Their purchase history leaves a separate question for a creator planning a paid offer.

Original analysis of Pew Research Center’s American Trends Panel, Wave 118. US fieldwork: December 5–11, 2022.

Abstract

Buying something mentioned on a podcast does not necessarily go with paying for a podcast subscription or merchandise. Among 763 respondents who reported such a purchase in Pew Research Center’s December 2022 US survey, 58.2% had done neither of those two things, 41.4% had done at least one, and 0.4% could not be classified from their answers. These are weighted shares of the same purchaser group.[1]

These are reported purchase histories. They do not establish current membership or whether the purchases concerned the same podcast. The finding gives creators a reason to assess each paid offer on its own evidence. A subscription, a merchandise item and a product recommendation can ask different things of a listener; success with one should not supply the sales forecast for another.

Imagine a podcast host receiving a message from a listener who bought a book discussed on the show. The host is considering a paid bonus series and a small merchandise collection. It is tempting to read that purchase as evidence that the listener will buy either new offer.

That fictional moment captures a real planning question: what does one kind of purchase tell a creator about another? A book can solve an immediate problem. A subscription asks someone to value continued access. Merchandise might appeal for its design, usefulness or connection to a show. The reasons are possibilities to investigate, not motives measured in this study.

We used three answers from the same survey respondents to look at the overlap. The largest group had bought something promoted or discussed on a podcast but had never bought either a podcast subscription or podcast merchandise. That is a useful starting point for an offer brief: describe why this particular offer deserves a purchase, rather than assuming an earlier purchase answers the question.

Different purchases, different decisions

A conceptual arrangement of headphones, a product parcel, locked audio-episode cards and a T-shirt.
  • A product mentioned on a podcast
  • A paid podcast subscription
  • Podcast merchandise
Conceptual illustration of three purchase types. The objects do not represent measured audience sizes or a sequence of purchases.

Most podcast-prompted purchasers reported neither subscription nor merchandise spending

The main result is 58.2%: the weighted share of podcast-prompted purchasers who explicitly answered No to both ever paying for a podcast subscription and ever buying podcast merchandise. Another 41.4% reported at least one of those two experiences. The remaining 0.4% had unanswered information that prevented classification.[1][2]

Every percentage in this comparison starts with the same 763 respondents. They were part of the 2,530 respondents who had listened to a podcast in the previous 12 months. We then selected those who said they had bought something because it was promoted or talked about on a podcast. The comparison does not start with all listeners, all customers or all people who encountered an advertisement.

58.2% reported neither of the two support experiences

Weighted shares of 763 podcast-prompted purchasers in the December 2022 US survey. Every row uses the same purchaser group.

Read the figure values
Reported support historyWeighted share of purchasersRespondents, unweighted
Neither subscription nor merchandise58.2%456
Subscription, merchandise or both41.4%303
Unresolved answers0.4%4
Influence IQ analysis of Pew Research Center’s American Trends Panel. At least one means ever paying for a podcast subscription or buying podcast merchandise. Neither means an explicit No to both. These histories need not concern the same podcast.

We use “podcast-prompted purchasers” as a short name for that group. The question covers discussion as well as promotion, so it does not identify an advertising-only audience. It also does not identify the item or seller: the purchased item could itself have been podcast merchandise. Nor does the survey establish which podcast prompted the purchase or whether the subscription or merchandise came from that same show.[2]

For a creator, the result challenges a specific shortcut: treating any evidence of buying through podcasts as proof of demand for a membership or merchandise launch. It does not mean that the 58.2% would refuse a future offer. They reported no past purchase of these two kinds; the survey did not test a new offer, price or message.

Subscriptions and merchandise also have different purchase histories

Splitting the same purchaser group more finely makes the distinction clearer. On a weighted basis, 12.9% had paid for a subscription but had never bought podcast merchandise; 17.4% had bought merchandise but had never paid for a subscription; and 11.1% reported both. The 58.2% reporting neither remains the largest category. Unresolved answers account for 0.4%.

The two “only” categories have a narrow meaning. Subscription only means Yes to the subscription question and No to the merchandise question. It does not mean the respondent had supported no other creator or spent money in no other way. Donations, live events and other possible revenue sources are outside this comparison.

Five purchase histories within the same purchaser group

Ever paying for a podcast subscription and ever buying podcast merchandise, among 763 podcast-prompted purchasers. US survey, December 2022.

Read the figure values
Reported purchase historyWeighted share of purchasersRespondents, unweighted
Subscription only12.9%81
Merchandise only17.4%133
Both subscription and merchandise11.1%89
Neither58.2%456
Incomplete answers0.4%4
“Only” requires Yes to one question and No to the other. These categories describe past experiences, not current subscriptions, spending amounts or the most profitable offer. Values are rounded to one decimal.

The merchandise-only share is larger than the subscription-only share in these released records. That does not identify the better business to build. We do not know what offers respondents saw, what they paid, how often they bought or what it cost a creator to fulfill the purchase. Counting people with a history of buying is different from comparing revenue or profit.

Pew’s original report already showed separate percentages for these activities among podcast listeners. Our contribution is to examine the same people within the purchaser group. Separate totals cannot tell a creator how often the experiences belong to one person. The paired answers can show that overlap, while leaving the reasons for it open.[3]

Give each podcast offer its own reason to buy

The practical implication is to keep the evidence for each offer separate. A listener’s story about buying a recommended product belongs in a product-recommendation brief. It can prompt a conversation about a membership or merchandise idea, but it should not be entered as a confirmed buyer of either.

For a subscription, write down what continues after the first payment. Is the offer a defined bonus series, access to a useful archive or another clearly described benefit? Then consider what the creator can deliver consistently and what a listener would need to know before committing. Those questions concern the offer’s value and delivery; this survey does not answer them.

For merchandise, make the item concrete. What would someone receive, which details need explaining, and what are the production and delivery commitments? A preference for a design is useful feedback, but it is not the same as a completed order. Distinguishing those stages helps a small team avoid treating enthusiasm as booked revenue.

Keep a separate evidence note for each offer

Three conceptual work areas show a parcel and receipt, audio episodes with a notebook and clock, and a T-shirt with a shipping box and ruler. Each has its own note card.
  1. Product recommendation

    Keep reported purchases tied to the product and context they describe.

  2. Subscription

    Explain the continuing benefit and what the creator can deliver.

  3. Merchandise

    Make the item, price and delivery requirements concrete before committing.

A planning illustration, not a finding about why respondents bought. Each offer needs evidence that matches its own value and delivery requirements.

The same discipline helps a business working with a podcast creator. Audience evidence should match the proposed activity. A history of buying a mentioned product does not establish that the audience pays for the show; membership experience does not establish that a new advertised product will sell. The brief can state the relevant evidence without converting it into a promise about campaign performance.

If the immediate task is choosing people for audience interviews, our related study on influencer marketing measurement examines how different survey questions select different groups.[7]

A hypothetical offer ledger for a small podcast team

Consider a fictional gardening podcast. Listeners sometimes tell the host that they bought tools discussed on the show. The team is considering a paid seasonal audio series and a branded apron. The following ledger is a planning example, not an observed business or a result from the survey.

Give each offer its own entry with the same five fields: the offer, the evidence already held, the question still open, the smallest useful next step, and the observation that would justify a further commitment. The point is to make the next decision specific. No survey percentage needs to be multiplied by the show’s audience size.

Product recommendation. Evidence held: messages from listeners describing purchases of discussed tools. Question open: whether those messages reflect broader demand or a few memorable experiences.

Next step: keep the examples attached to the specific tools and episodes they concern.

Further commitment: evaluate a proposed partnership against its own audience fit and agreed business measures. The messages alone do not establish attributable sales for a future partner.

Paid seasonal audio series. Evidence held: no purchase evidence for this proposed series yet. Question open: which part of the series listeners value enough to pay for, and whether the team can deliver it.

Next step: present a clear outline and ask listeners what they would use.

Further commitment: consider a clearly described small paid offer only after checking the content promise and delivery workload. Interest expressed in a conversation should remain labeled as interest.

Branded apron. Evidence held: a design concept, but no orders. Question open: whether listeners want this particular item at a feasible price.

Next step: review the design and practical requirements, including sizing where relevant, production and delivery.

Further commitment: make an inventory decision from evidence specific to the item and the business’s capacity, rather than from the historical survey’s merchandise percentage.

At the next planning meeting, the team can read the entries side by side. The product example contains reported buying behavior; the two proposed offers still contain questions. That difference makes it easier to decide which task comes next without pretending the research has chosen a winner.

Keep the ledger short enough to use. Update the evidence when something changes and keep proposed actions distinct from completed purchases. Its purpose is to make the next commitment easier to assess, not to produce a revenue forecast from the survey.

The unanswered questions leave the main result intact

Four of the 763 purchasers could not be classified as either having supported a podcast in one of the two measured ways or having done neither. They represent 0.4% of the purchaser group after weighting. We kept them in the denominator instead of silently dropping them.

If every unresolved case belonged in the support group, the weighted share with at least one support history would rise from 41.4% to 41.8%. If every unresolved case belonged in the neither group, its share would rise from 58.2% to 58.6%. Those ranges describe the possible effect of these unanswered items only. They do not measure all uncertainty in the survey.

The unanswered items affect 0.4% of the weighted purchaser group

Logical ranges for the two support histories among the same 763 purchasers. Each upper bound assigns every unresolved case to that row’s history.

Read the figure values
Reported support historyKnown shareShare if all unresolved cases belonged here
Subscription, merchandise or both41.4%41.8%
Neither subscription nor merchandise58.2%58.6%
These are separate possible assignments, not simultaneous changes. The ranges address unanswered support questions only and are not confidence intervals. US survey, December 2022.

Even the lower end for neither is above half. That is why we can describe a majority of the weighted purchaser group as reporting neither experience without deciding how the unanswered cases should be assigned. We cannot use the small missing-answer range as evidence that the result is precise for every podcast audience.

These are not confidence intervals. The evidence describes released, weighted US survey responses from December 2022. It does not establish today’s willingness to pay, and translating the article does not turn the result into a local-market estimate.

How we compared the podcast purchase histories

We analyzed Pew Research Center’s American Trends Panel, Wave 118, fielded December 5–11, 2022. The release contains 5,132 US adult respondents. Of these, 2,530 reported listening to a podcast in the previous 12 months and were eligible for the action questions. The present analysis uses the 763 who reported buying something because it was promoted or discussed on a podcast.[1][2]

The subscription and merchandise questions ask about ever having done each activity. The product-purchase question does not give a separate action window. The previous-12-month condition establishes who received the questions; it should not be applied to all their purchase histories. These answers do not identify current subscriptions or the sequence in which purchases happened.[2]

We used the final released survey weight for every percentage. Within the 763-person purchaser group, we summed the weights for a category, divided by the total weight of the whole group and multiplied by 100. Unweighted respondent counts describe the number of answers; they are not the numerator for the displayed weighted percentages.

A Yes to either support question establishes at least one of the two experiences, even if the other answer is unanswered. Neither requires an explicit No to both. All other combinations remain unresolved. The five-category table separately distinguishes subscription only, merchandise only, both, neither and incomplete answers. No unanswered response is treated as No.

Before calculating the new overlap, we checked the eligible counts and reproduced the published answer percentages within their reported rounding intervals. Calculations used the stored weights before display rounding. The article and downloads show percentages to one decimal; small differences from sums of rounded components should not be interpreted as extra respondents or categories.[4]

Pew’s methods describe probability sampling and adjustments for selection and nonresponse. The material available for this analysis did not establish a reproducible survey-design variance method for these new conditional shares. We therefore report descriptive weighted shares and missing-answer ranges, with no confidence intervals, significance tests or claim that one monetization model outperforms another.[5]

The release documentation also explains that some rare values may be swapped to protect respondents. The analysis concerns those released records. Self-reported histories, unanswered questions and privacy protection all matter when interpreting the result; none can be resolved by treating a weighted percentage as a sales prediction.[6]

The CSV contains the three main shares, five purchase-history shares, their unweighted respondent counts and two missing-answer ranges shown in the article. Every result uses the same purchaser group; percentages are weighted. The ZIP contains original analysis code and reproduction guides, with no licensed respondent data. Neither download includes respondent records, identifiers or individual weights. To reproduce the analysis, obtain the source data separately from Pew under its data agreement.

Source attribution: Pew Research Center’s American Trends Panel. The opinions expressed herein, including any implications for policy, are those of the author and not of Pew Research Center.

Sources and notes

  1. Pew Research Center’s American Trends Panel, Wave 118. US fieldwork December 5–11, 2022; 5,132 released respondents, 2,530 eligible podcast listeners and 763 podcast-prompted purchasers in this analysis. Influence IQ calculated the new overlap using the final released weight, WEIGHT_W118.
  2. Official questionnaire and topline, pages 1 and 4. PODYEAR defines past-year listening. PODENG1 items b and c concern ever paying for a podcast subscription and ever buying podcast merchandise. PODENG2 item c concerns buying something because it was promoted or talked about on a podcast, without a separate action window. These questions do not establish purchases from the same show.
  3. Pew’s April 18, 2023 report publishes separate listener percentages for product purchases, subscriptions and merchandise. The present analysis concerns their overlap within the people reporting a product purchase; the separate activity totals are not a new finding.
  4. The source controls use the published whole-percent totals: past-year listening 49% Yes and 51% No; among eligible listeners, subscription 13% Yes and 86% No, merchandise 12% Yes and 88% No, and product purchase 28% Yes and 72% No. Every reported nonanswer share is below 1%. Compatibility allows the stated whole-percent rounding interval; new results use unrounded weights.
  5. Pew’s Wave 118 methods describe the sampling and weighting. Published sampling margins for broader groups do not supply the variance of this purchaser-group comparison. We do not transfer those margins to these conditional shares or substitute a simple-random-sample interval. The displayed missing-answer ranges address the unanswered support items only.
  6. Wave 118 release documentation describes privacy protection that may swap rare values. The ATP data agreement permits limited attributed research publication and restricts respondent-data access and redistribution. Only limited aggregate findings are provided here; no respondent records, IDs or individual weights are included.
  7. Related Influence IQ research: Influencer marketing measurement: who does your survey select? This examines interview recruitment from different survey questions, rather than purchase histories across podcast offers.

Every language edition describes the same US survey from December 2022. Translation does not change the questions, purchase histories or population, and does not make these figures current local-market estimates.

Put the audience evidence into a useful brief