What is already working
All 71 full episodes declare transcript files in RSS, five recent episode pages passed all 30 presence checks, and the owned domain appeared in six of eight fixed search queries.
Sample podcast audit
Chain of Thought
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A strong public foundation with clear next moves. The show publishes a deep transcript library and performs well on basic page checks. The largest visible opportunity is helping individual episode pages earn the discovery already reaching platform copies.
Open the full auditEvery number below carries its denominator, source, or limitation. This is a dated public-data view.
What the public evidence supports
Your show, by the numbers.
Audience analytics were unavailable, so this sample does not compress unlike measures into an overall grade. It shows the underlying observations and what each can support.
What deserves attention
Neither exact-title query surfaced its owned episode page in the first 12 returned results. Existing chapter timestamps also stop at the website instead of reaching supporting podcast apps through the RSS namespace.
Publishing and peer context
Consistent enough to learn from. Distinctive on transcripts.
Chain of Thought published 21 releases in the 183-day window. Frequency is descriptive, not a quality ranking; the peer set gives context for operating rhythm and feed practices.
Releases in 183 days
Live RSS items within the same dated window.
More releases are not inherently better. Use this to discuss capacity and consistency.
RSS transcript-tag coverage
Tag presence among feed items; this does not test transcript accuracy or website availability.
The one untagged Chain of Thought item is the trailer; all 71 full episodes are tagged.
See the four-show peer table
| Show | Releases | Per 30 days | Feed items | Transcript tags |
|---|
See recent release gaps
| Release date | Gap |
|---|
Search and directory discovery
The show is visible. Episode ownership has room to grow.
This fixed eight-query panel is a dated observation from the audit’s available search service. It is not Google or Bing rank, traffic, market share, or a calibrated SEO score.
Observed search panel
Presence within the first 12 results returned for each query.
What remains unmeasured
No verified Search Console, Bing Webmaster Tools, backlink database, server log, or AI-answer citation test was accessed. Missing evidence is kept unknown instead of converted to zero.
Read the complete limitations ↗Inspect all eight queries and observations
| Query | Type | Owned position | COT identity | Observed result |
|---|
Directory freshness
| Directory | Status | Catalog | Latest | Source freshness |
|---|
Listener feedback
Encouraging signal, deliberately small sample.
Apple’s U.S. storefront displayed four favorable review cards alongside the rating aggregate. Theme counts describe those four cards only.
What listeners mentioned
Five practical next moves
Fix what is concrete. Test what is uncertain.
Each recommendation connects the observed evidence to an action. The linked public tools and pages make the work inspectable.
Open-source building blocks
Use the parts that fit your show.
Explore free tools from Conor for comparing shows, working with download data and building podcast workflows.
Provenance and limits
Follow the evidence back to its source.
Collection dates and methods are preserved so observations can be checked and repeated.
Sources used for this public sample
Interpretation limits
A report for your show
See where your next listener gets stuck.
Request a reviewed audit using the same transparent approach: public evidence, explicit limits, and practical recommendations.
Chain of Thought newsletter
The conversation continues in writing.
Essays drawn from episode conversations, plus a note when new episodes land. Up to once a week.