Don't put your eggs in one basket

As creators, our measurement tools are fragmented, the infrastructure and algorithms we operate around keep shifting, and the tools aren’t always solving for the right friction points for our circumstances. Market environments are expected to change, but it doesn’t make it feel any less like you’re swimming against the current, burning up energy, yet not getting anywhere — especially when slowing down comes with the immediate risk of getting carried off downstream reversing all your hard work.

That feeling though, only settles in if they’re the only eggs in our basket.

Addendum 2026-06-22: Since publishing this piece, Magellan AI released their Q1 2026 benchmark report with additional data on podcast promo campaigns and listener retention that adds important nuance to the cross-promotion strategy. What I’ve read of the report so far is super interesting, and I’ll be writing about what this looks like in the indie podcaster context separately.

Creating video reels and clips for posting to socials is one heavily promoted strategy — in part because quite a bit of it can be done programmatically and automated — and I’ve mentioned before the 10% conversion rate of clips from social media to listeners. But for reference, a 2026 marketing analytics report by Ruler Analytics, found that in general, social media is the lowest converting channel with 2.23% for organic, and 2.11% for paid sources. Ruler does note this understates the role of social media as an awareness channel rather than a direct conversion driver. When put in those terms, while still not great, podcasters aren’t actually doing too badly when it comes to conversions compared to everyone else. I haven’t dug deep into why this is yet, but speculatively, it could be because a listen or a follow for a podcast is a much lower friction and commitment ‘next action’ than buying something, and a more specific next action than simply ‘visit this website’.

That said, a conversion with ecommerce is an actual financial return, and while audience activation (listeners doing something in response to listening to an episode) has much better rates — which I’ll get into in a future piece — unless your podcast serves as a funnel for your business, or you have ads and sponsors, this slight edge over the others may not have an equitable ROI for your situation.

But social media isn’t the only option and it’s worth getting perspective on the conversion rates for other commonly recommended promotion strategies.

Cross-promotion through collaborations or promo swaps with other creators with similar audience segments is popular advice as well, and there are just as many initiatives helping to pair podcasts for cross-promotion as there are for guesting. However, Chartable data presented by CEO Dave Zohrob at Podcast Movement Evolutions (2022) reported by Podcast Movement shows the listener acquisition rate from cross-promotion is only 0.75%. In real terms, that means 10,000 downloads might get you 70-80 new listeners and if the podcast does smaller numbers then that scales down, too. This reflects my own experience with cross-promotion, and while the stat wasn’t about guesting on other podcasts, it reflects my experience with guesting also. There appears to be a temporary boost in listens, but not necessarily full conversion to a regular.

Worth noting that the paid equivalent for cross-promotion is buying advertising slots on those other podcasts with similar audience segments. Much of the data on conversion rates focuses on brands buying ad space as opposed to podcast listener acquisition, but the mechanics will be similar so there’s no guarantee it will be more performant than a cross-promotion, with the additional Cost Per Mille (CPM) — the cost an advertiser pays per 1,000 impressions — financial outlay that could range from USD$25-55.

This is an entirely different proposition from the “buying listeners” offer that you may receive as cold contacts in DMs and email where the vendor is selling a bot service to artificially inflate downloads that temporarily boost numbers, hopefully long enough for a little organic growth to ride in on the false clout. Stay away from these: they pollute your numbers creating a block that’s unusable for true analysis, and may be in violation of your platform terms of service. The drop-off after the artificial boost also becomes a signal that there was an inorganic event.

Newsletters and email lists have an average click-through-rate (CTR) of 2.62% according to MailChimp, though this varies depending on industry, and feedback from a podcasting agency sharing summaries and micro-learnings in their newsletter reported to 1000 Founders that they have a CTR of 2-3% for a listen/follow call-to-action (CTA). Admittedly this is a single data-point, but specific stats on conversion rates for newsletters to podcast are also thin on the ground.

Transcription and SEO is an interesting one though. In 3Play Media’s case study of This American Life, as a result of transcribing their entire audio archive and making transcripts available on the website, they recorded a 4.18% increase in unique visitors, 6.68% increase in organic search traffic, found 7.23% of visitors engaged directly with the transcripts. Content made more accessible opens up your audience segment to those for whom audio (or video) isn’t an optimal medium, allows for translation into other languages, and helps with SEO. I’ve actually done this with my own show STEAM Powered. I added full transcripts on the website for episodes starting mid-2023 and find the show notes with transcripts have more visitors than the ones without.

There are other surfaces worth exploring — community participation, guesting or live appearances, platform-specific discovery mechanisms, and listener advocacy among them. The data for these gets thin quickly, but is worth a piece of its own.

None of these numbers are reasons to abandon the strategies, but they’re reasons to approach them with realistic expectations and to combine them rather than bet everything on one.

Each strategy approaches the problem from a slightly different angle which is all the more reason to take a more considered approach to your own situation rather than fall back to spray-and-pray just because it feels lower effort. Because lower effort isn’t no effort, and as independent creators, that’s still a valuable and finite resource. Also as creators, we know what it feels like to be on the receiving end of someone else’s spray-and-pray marketing strategy when you can tell they’ve done nothing to tailor that pitch to you or to understand what your needs might actually be before they come striding into your space, except our targets can just scroll on.

What I personally want is more agency over how my work travels and what happens when it lands. Something practical so that when I share my work, I can tell what happens to it, keep what I’ve built, and not have to worry about starting from zero if a tool disappears or changes priorities. I can’t directly affect what the algorithm is going to do with what I put into their platform. But what I can do is build layers into my promotional and measurement infrastructure that I can actually rely on.

What I want, operating within all of this, is for my listens to matter. I know they do from the feedback I’ve received from real people. This is wonderful, and it reassures me that what I’m doing has impact. But from an operational perspective, I need analytics that count.

This is why I built Podbite.

• Your listens should track back to where they belong with your hosting platform.

• Your data travels with you because portability is in the foundation.

• You get to choose what and how you define bites worth sharing.

• Connect it to your automation workflows with the API, or create it by hand. The choice and ability to both automate for syntactic relevance and tailor for audience resonance is yours.

• Share bites as a link or an embeddable player depending on the medium.

Podbite isn’t the solution, but a solution that offers independent creators a layer of their own that isn’t a replacement, but a partner in their existing workflows.

If this is the layer that you’re missing, the waitlist is open and foundation spots are limited.

Stay curious,

— Michele

Cover image by Raiyan Zakaria on Unsplash.