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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
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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
#170,135
AI visibility: Grade D
59
SEO health: Latest audit
0
Visits
42.4K
per month, estimated
Keywords
6.1K
ranking in Google
Organic share
100%
42.4K organic visits
LLMS.txt
Published
77 lines AI engines can read
You're seeing the free preview of stirlingkit.com
A snapshot of how stirlingkit.com performs in search and in AI answers — every number below is one we hold, not a guess.
What this company does
Stirling Kit builds and sells ready-to-assemble Stirling engine kits for hobbyists, educators, and small-scale experimenters who want to explore external combustion technology without needing a machine shop. The company sources precision-machined cylinders, flywheels, and displacer assemblies from trusted suppliers and packages them with clear instructions so builders can complete a working engine in a single weekend…
Our read on the site
The overall SEO health of stirlingkit.com is critically poor due to missing fundamental on-page elements such as title, meta description, and headings. Additionally, significant technical issues including the absence of a viewport meta tag, robots.txt, and sitemap.xml further hinder the site's performance and visibilit…
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
42.4K
Latest estimate
Change
No monthly history yet
It starts building from the first scan
Organic visits
42.4K
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 D
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
77
In the file
Size
4.2K
Characters
Sections
12
The searches this domain already ranks for, and how much traffic they bring it.
Ranking keywords
6.1K
Found in Google for this domain
Visits they bring
42.4K
Estimated organic visits a month
No ranked-keyword data cached for this domain yet.
Ranked Keywords pulls the full list on its first run.
How the site itself performs — speed, accessibility and the technical basics both search crawlers and AI crawlers depend on.
Overall
SEO
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.
Stirling Kit builds and sells ready-to-assemble Stirling engine kits for hobbyists, educators, and small-scale experimenters who want to explore external combustion technology without needing a machine shop. The company sources precision-machined cylinders, flywheels, and displacer assemblies from trusted suppliers and packages them with clear instructions so builders can complete a working engine in a single weekend…
Which markets this brand actually serves, and where the web links to it from.
We only measure visitor geography for domains whose analytics are connected to us. For everyone else this is read live from the web and shown as an estimate — never mixed in with the measured numbers.
No market breakdown available for this brand.
Measured. The country each linking site is hosted in — a real signal of which regions know this brand.
No backlink sample for this domain yet.
Backlink Analytics collects one on its first run.
Who vouches for this domain. Strong, varied links are still the clearest signal of authority — to search engines and to AI engines that cite sources.
We haven't run a backlink crawl for stirlingkit.com yet, so there are no link counts to show. Backlink Analytics builds the profile on its first run and it appears here after that.
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links on file
Neighbours of #170,135 in our worldwide ranking — each with its own report.
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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
6/8 core fields
0/100
robots ✗ · sitemap ✗
Not detected
Fix these first
Updated May 16, 2026
# Stirling Kit - Build Your Own Stirling Engine ## About Stirling Kit designs and sells ready-to-assemble Stirling engine kits that let hobbyists, teachers, and students build working heat engines at home. The company sources precision parts from trusted suppliers and packages them with clear instructions so builders can finish a running engine in one weekend. Kits include laser-cut bases, pre-bored cylinders, and illustrated guides that remove the usual guesswork. Customers range from high-school physics classes needing classroom demonstrations to adult makers who enjoy weekend projects combining mechanics and thermodynamics. Stirling Kit also sells replacement parts and upgrade packs for owners who want to experiment with different working fluids or higher RPM. The company runs an active online community where builders share photos and troubleshooting tips that help improve future kits. Revenue comes mainly from direct website sales, with additional bulk orders from schools and science centers. The business is run by a small team of five people from a workshop in Bristol, United Kingdom, and has grown entirely through customer sales since 2018. Stirling Kit competes with a few specialist hobby suppliers but stands out for tighter machining tolerances and friendlier instructions. The catalog now includes low-temperature and solar-heated versions aimed at showing renewable-ene
Sections in the file
Areas of work
Keywords it claims
Technologies
Products it tells AI about
Performance
Accessibility
16 more recommendations, with the exact changes and the pages they apply to, are in the full report.
Audience it targets
Makers and educators · Teens and Adults · Global
Company type
Private