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Visits
per month, estimated
Keywords
ranking in Google
Organic share
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LLMS.txt
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Building this domain's report…
Global rank
AI visibility
SEO health
Visits
per month, estimated
Keywords
ranking in Google
Organic share
of all search traffic
LLMS.txt
lines AI engines can read
Global rank: Worldwide · 2026-08
#951,579
AI visibility: Grade C
67
SEO health: Not audited
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Visits
1.4K
per month, estimated
Keywords
178
ranking in Google
Organic share
100%
1.4K organic visits
LLMS.txt
Published
104 lines AI engines can read
You're seeing the free preview of musicmachinery.com
A snapshot of how musicmachinery.com performs in search and in AI answers — every number below is one we hold, not a guess.
What this company does
Music Machinery started as a place to share projects that mix music listening with data analysis and code. Paul Lamere built it to explore how people actually use music services and what the numbers can tell us about taste and discovery. Over time it grew into a spot where developers and music fans could try out new ways to sort playlists, understand listening habits, and play with recommendation ideas. The work ofte…
Month by month, how much search traffic this domain earns — how much of it is free, and whether it is winning or losing ground.
Monthly visits
1.4K
Latest estimate
Change
No monthly history yet
It starts building from the first scan
Organic visits
1.4K
100% of all traffic
Paid visits
Whether AI engines can read this brand, understand it, and cite it when someone asks about its category.
Grade C
Scored from this domain's own data — llms.txt, profile completeness, technical health, crawlability and structured data.
The file AI engines read to understand a business. This is what it currently tells them about this one.
Status
Published
AI engines can read it
Lines
104
In the file
Size
5.1K
Characters
Sections
12
The searches this domain already ranks for, and how much traffic they bring it.
Ranking keywords
178
Found in Google for this domain
Visits they bring
1.4K
Estimated organic visits a month
No ranked-keyword data cached for this domain yet.
Ranked Keywords pulls the full list on its first run.
The websites this domain competes with for the same searches and the same AI answers.
The business behind the domain — what it does, where it is, and who runs it.
Music Machinery started as a place to share projects that mix music listening with data analysis and code. Paul Lamere built it to explore how people actually use music services and what the numbers can tell us about taste and discovery. Over time it grew into a spot where developers and music fans could try out new ways to sort playlists, understand listening habits, and play with recommendation ideas. The work ofte…
Which markets this brand actually serves, and where the web links to it from.
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No market breakdown available for this brand.
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links on file
How the site itself performs — speed, accessibility and the technical basics both search crawlers and AI crawlers depend on.
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0
No paid search detected
100%
0%
We don't hold a month-by-month history for this domain yet.
The traffic dashboard builds one from the first scan onwards.
Present
7/8 core fields
Not scanned yet
Not scanned yet
Detected
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Updated Jun 9, 2026
# Music Machinery ## About Music Machinery started as a place to share projects that mix music listening with data analysis and code. Paul Lamere built it to explore how people actually use music services and what the numbers can tell us about taste and discovery. Over time it grew into a spot where developers and music fans could try out new ways to sort playlists, understand listening habits, and play with recommendation ideas. The work often focuses on Spotify data because that platform gives rich signals about what tracks people save and skip. Sort Your Music became one of the better known experiments, letting users reorder their libraries by tempo, energy, or danceability without any login friction. Everything stays lightweight and open so folks can grab the code on GitHub and tweak it themselves. The site never tried to become a big SaaS product, instead it serves as a notebook for quick prototypes that later influenced bigger teams at music companies. Readers drop by for the occasional deep dive into playlist algorithms or the quirks of music metadata. No sales team, no funding rounds, just steady tinkering that has been going since the late 2000s. **Areas of Work:** Music Technology, Data Analytics, Recommendation Systems ## Things to Remember - **Website:** https://musicmachinery.com - **Address:** Boston, USA - **Contact:** - **Phone:** - **Hours:** - **Timezone
Sections in the file
Areas of work
Keywords it claims
Technologies
Products it tells AI about
Audience it targets
Music fans who code · 25-45 · Global
Company type
Private