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Channel audit · @WheelBearingsCast

@WheelBearingsCast Channel Audit: 1,420 Subs, 709 Videos Analyzed

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@WheelBearingsCast has shipped 709 videos to 1,420 subscribers — a ratio that tells you almost everything. This is an audio podcast using YouTube as a mirror, not a YouTube-native channel. Their 564,469 lifetime views average out to ~796 per upload, modest for the catalog depth but typical for podcast-on-YouTube hybrids.

Channel data · captured Jun 1, 2026

Handle
@WheelBearingsCast
Subscribers
1,420
Videos
709
Country
United States

Welcome to the YouTube channel for the Wheel Bearings podcast. Every week, Nicole Wakelin, Roberto Baldwin and Sam Abuelsamid review the vehicles they are driving, talk about the some of the major goings on in the transportation industry, interview insiders and answer listener questions. You can also subscribe to the show in your favorite podcast listening app and go to our site at https://wheelbearings.media. You can help support Wheel Bearings by becoming a patron at https://www.patreon.com/wheelbearingsmedia

Wheel Bearings is a weekly auto industry podcast hosted by Nicole Wakelin, Roberto Baldwin, and Sam Abuelsamid — Sam being a name plenty of auto reporters already know from his Guidehouse Insights work and his Autoline appearances. So the credentials are real, this isn't a hobby project. The YouTube presence, though, looks like a secondary distribution channel from the jump. The description itself tells you to subscribe in your favorite podcast listening app and points to wheelbearings.media. That framing matters because it shapes how the videos themselves get treated by viewers and the algorithm.

709 uploads is the number that jumps out hardest. If this has been weekly since roughly 2012, that math checks out cleanly. But 1,420 subs across 709 videos works out to roughly two subscribers earned per video shipped, which is one of the harder patterns to reverse on YouTube. The lifetime 564,469 views average ~796 per upload — not embarrassing for a podcast cross-post, genuinely tough for a YouTube-first show. The catalog is doing some work, just not the work of compounding the subscriber base.

Worth being upfront about what I can't see: the recent uploads I'm pulling from the public side are returning blank titles and zero views in my scrape, which usually means the videos are freshly published (YouTube hasn't propagated the metadata yet), briefly unlisted, or there's a publishing pipeline that drops them in a delayed-public state. From outside I can't tell which. If recent episodes really are sitting at zero views, that's a different conversation than "the channel underperforms" — that'd point at a notification or thumbnail issue worth checking inside Studio rather than a content problem.

What does work: host credibility is the load-bearing asset here. Sam Abuelsamid in particular shows up in mainstream EV policy coverage, and that's the kind of expertise the podcast format rewards on YouTube — long-form conversation where audience trust compounds episode over episode. The Patreon backing in the description also suggests there's a paying core audience who care enough about the show as audio to send money, which is genuinely real economic signal and shouldn't be dismissed just because the YouTube sub count looks modest against, say, a car-review channel.

The gap I'd diagnose from outside data alone: there are zero Shorts in the last 30 uploads. For a channel with 13+ years of conversation about specific cars, EV launches, and industry news events, that back catalog is a goldmine for 60-second clips. A Sam quote about charger policy, Nicole on a vehicle review, a Roberto take on an OEM strategy shift — pull, clip, post. Shorts wouldn't disrupt the podcast model at all, but they'd give the algorithm a reason to introduce the show to people who aren't already searching for it. Right now nothing in the upload pattern signals new-viewer acquisition. It's all serving the existing audience.

If I were writing the next quarter's plan I'd be less worried about long-form cadence (709 episodes proves the team can ship) and more worried about thumbnail consistency and a clip pipeline. Honestly, the bigger question is whether YouTube growth is even a real goal — for some podcasts the audio platforms are where the audience and money live, and YouTube is just a courtesy mirror. If that's the call, then 1,420 subs is completely fine and the audit kind of ends there. If YouTube is supposed to be a growth engine over the next 12 months, though, the current setup isn't built for it and the 709-video archive is the single biggest underused asset.

Common questions

How many subscribers does @WheelBearingsCast have?

@WheelBearingsCast sits at 1,420 subscribers as of June 2026. That's modest given the 709 videos uploaded — roughly two subscribers earned per video shipped across the channel's run. For context, the channel has accumulated 564,469 lifetime views, so it's not that nobody is watching. The pattern looks like a podcast that brings in some YouTube traffic per episode without converting much of that traffic into subs. That gap usually points to weak end-screen prompts, thumbnails that don't signal "this is a series worth following" to first-time viewers, or a description that actively redirects them to podcast apps instead.

What niche is @WheelBearingsCast in?

Auto industry commentary, specifically a weekly podcast format with three hosts — Nicole Wakelin, Roberto Baldwin, and Sam Abuelsamid — reviewing cars, discussing transportation industry news, and answering listener questions. Sam Abuelsamid is a recognized analyst whose work shows up in mainstream EV policy coverage, which gives the show real industry credibility. It's not a car-review channel in the YouTube sense (like a Doug DeMuro or Throttle House), and it's not an enthusiast vlog either. It's closer to a trade podcast — informed insiders talking shop weekly — which is a different audience profile and a different growth pattern.

How often does @WheelBearingsCast upload?

Based on the 709 total videos and the description's "every week" framing, the cadence is weekly. That's been consistent enough to ship 709 episodes, which is genuinely impressive output for a podcast with three hosts coordinating schedules. The recent 30 uploads are all long-form (zero Shorts), matching the podcast format. The interesting part is the discipline — most YouTube channels can't sustain weekly long-form for more than a year or two. This one has clearly been at it for over a decade, suggesting the production pipeline is well-oiled and the hosts are committed to the format.

Why does @WheelBearingsCast have only 1,420 subs after 709 videos?

Two likely reasons from outside. First, this is a podcast first and YouTube second — the channel description explicitly directs listeners to podcast apps and to wheelbearings.media, which trains the audience to subscribe elsewhere. Second, no Shorts and no obvious thumbnail-driven acquisition strategy means new viewers aren't being actively pulled in by the algorithm. The 1,420-sub count isn't a sign of weak content; it's a sign that YouTube isn't being optimized as a discovery channel. The 564,469 lifetime view total confirms the content gets watched — it just doesn't convert watchers into subscribers at a high rate.

What could @WheelBearingsCast do to grow on YouTube?

From the outside data, the lowest-hanging move is clipping. A 709-episode back catalog is a goldmine for 60-second Shorts pulled from existing recordings — a Sam Abuelsamid quote on EV charging policy, a vehicle review reaction from Nicole, a listener-question moment from Roberto. Shorts wouldn't disrupt the podcast model at all and could feed the algorithm new-viewer signals it currently isn't getting. Thumbnail consistency across long-form would help too, since right now there's no visible packaging system. None of this requires changing the show itself, just repackaging some of what's already been recorded for YouTube-native discovery.

Is YouTube a primary or secondary channel for Wheel Bearings?

Almost certainly secondary, based on every signal visible from outside. The channel description sends people to podcast apps and Patreon before anything else. The 709-video archive uses long-form audio-style uploads with zero Shorts experimentation in the recent 30 episodes. The sub-to-video ratio reads like a courtesy mirror of the podcast rather than a YouTube-first strategy. That's not a criticism — for industry podcasts where the audio audience and Patreon pay the bills, YouTube growth might genuinely not be the priority. It just means the 1,420-sub number should be read in that context, not against YouTube-native auto channels with similar tenure.

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Run a free YouTube channel audit on your own channel

Paste your channel handle and get a free read of the bottleneck holding back your Shorts, uploads, or channel positioning. No signup and no card for the first read.