Last updated: September 2026
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seldon.io Company Profile
Seldon makes it dead simple to deploy machine learning models into production environments. Built from the ground up on Kubernetes, their open-source platform handles everything from serving predictions to scaling under heavy loads. Teams ditch the headaches of custom scripts and brittle setups, getting reliable inference for models built with TensorFlow, PyTorch, SKLearn, or whatever else you're using. It's not just…
Founded in 2018 (about 8 years ago), Seldon is based in London, United Kingdom. Its workforce is listed as between 11 and 50 employees. Its profile files it under MLOps, with further tags for Machine Learning, AI Infrastructure and Kubernetes. Products on record for it: Seldon Core and Seldon Deploy. Its tagline reads: "Bringing machine learning models to production without the hassle".
- Sector
- MLOps
- Headquarters
- London, United Kingdom
- Founded
- 2018
- Employees
- 11-50
- Revenue
- Not Disclosed
- Funding
- Not Disclosed
- Products
- Seldon Core, Seldon Deploy
seldon.io Web Traffic Statistics
Key findings
- Seldon (MLOps) is ranked #552,690 worldwide in our September 2026 domain ranking, up 59,507 places from #612,197 in August 2026.
- It is estimated to receive about 65 visits a month from search, 100% of it organic, across 104 ranking keywords.
- Its AI visibility score is 64 out of 100 (grade C), with a published llms.txt of 158 lines.
| Month | Rank | Move |
|---|---|---|
| September 2026 | #552,690 | ▲ 59,507 |
| August 2026 | #612,197 | ▲ 88,298 |
| July 2026 | #700,495 | ▲ 159,649 |
| June 2026 | #860,144 | — |
| May 2026 | #860,144 | ▲ 38,270 |
| April 2026 | #898,414 | ▼ 250,645 |
| March 2026 | #647,769 | ▲ 91,921 |
| February 2026 | #739,690 | — |
What this company does
Seldon makes it dead simple to deploy machine learning models into production environments. Built from the ground up on Kubernetes, their open-source platform handles everything from serving predictions to scaling under heavy loads. Teams ditch the headaches of custom scripts and brittle setups, getting reliable inference for models built with TensorFlow, PyTorch, SKLearn, or whatever else you're using. It's not just…
seldon.io Traffic and Visitor Engagement
Search engines send seldon.io an estimated 65 visits a month. Effectively all of it is organic — about 65 visits from unpaid results. Spread across 104 ranking keywords, that averages roughly 0.6 organic visits per keyword.
Monthly visits
65
Latest estimate
Change
No monthly history yet
It starts building from the first scan
Organic visits
65
100% of all traffic
Paid visits
0
No paid search detected
Organic vs paid
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.
seldon.io AI Visibility
seldon.io scores 64 out of 100 on our AI visibility scale, grade C. It takes full marks for LLMS.txt and Structured data. The biggest gap is SEO health, at 0 of 20 points (Not scanned yet), worth 20 points if closed. It also loses points on Crawlability (0/10) and Company profile (19/25).
Grade C
Scored from this domain's own data — llms.txt, profile completeness, technical health, crawlability and structured data.
Present
6/8 core fields
Not scanned yet
Not scanned yet
Detected
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seldon.io LLMS.txt
The llms.txt on seldon.io runs to 158 lines (7,926 characters) across 12 sections, last generated in April 2026. It introduces the site as "seldon.io". It tells AI engines the business works in Machine Learning Operations, AI Deployment and Kubernetes Infrastructure. It describes 4 products, with prices such as Seldon Core at Free (Open Source) and Seldon Alibi at Free (Open Source). Services it lists include Professional Services, Enterprise Support, Training & Workshops and Consulting. The audience it names is Data Scientists, ML Engineers, DevOps Professionals in Tech, Finance, Healthcare (Global). Technologies it mentions include Kubernetes, Docker, Python, Go and TensorFlow Serving. The keywords it claims start with "MLOps", "ML serving", "Kubernetes ML" and "Seldon Core".
Status
Published
AI engines can read it
Lines
158
In the file
Size
7.9K
Characters
Sections
12
Updated Apr 27, 2026
What the file says
# seldon.io ## About Seldon stands out in the crowded MLOps world by focusing on what matters: getting ML models live and performing in production. Their Kubernetes-native platform cuts through the noise, letting you serve models with built-in scaling, monitoring, and experimentation. From single-model inference to complex pipelines, it supports the full spectrum of ML frameworks without forcing rewrites. Finance firms crunch fraud detection, healthcare outfits run diagnostics, and retailers predict demand—all powered by Seldon under the hood. The open-source heart means no black box mysteries, just transparent, tweakable code. Seldon Deploy takes it further for teams needing polish, with dashboards that demystify ops for everyone from juniors to leads. Catch model drift early, run shadow tests, explain predictions on the fly—it's all there. Cloud-agnostic and hybrid-ready, it fits wherever your infra lives. Community plugins extend it endlessly, from custom routers to advanced metrics. Support tiers ensure you're never stuck, scaling from startups to Fortune 500. In an era where AI hype meets real-world grind, Seldon delivers the reliability enterprises crave. It turns 'ML in prod' from a pipe dream into daily reality. Vibrant docs, active Slack, and real-world case studies guide you every step. As gen AI explodes, Seldon's foundations position it perfectly for LLM serving
Sections in the file
Areas of work
Keywords it claims
Technologies
Products it tells AI about
- Seldon CoreFree (Open Source)
- Seldon DeployContact for pricing
- Seldon AlibiFree (Open Source)
- Seldon StoreContact for pricing
Services it tells AI about
- Professional ServicesQuote-based
- Enterprise SupportSubscription
- Training & WorkshopsQuote-based
- ConsultingQuote-based
Competitors it names
Audience it targets
Data Scientists, ML Engineers, DevOps Professionals in Tech, Finance, Healthcare · Global
Company type
Private
seldon.io Organic Keywords
Google lists seldon.io for about 104 keywords, which together bring an estimated 65 organic visits a month.
Ranking keywords
104
Found in Google for this domain
Visits they bring
65
Estimated organic visits a month
Top ranking keywords
No ranked-keyword data cached for this domain yet.
Ranked Keywords pulls the full list on its first run.
What it ranks for
seldon.io Competitors and Alternatives
Seldon's company profile names kserve.io, kubeflow.org, bentoml.com and mlflow.org as competitors. Its own llms.txt adds h2o.ai and valohai.com. Outside its market, the domains ranked closest to it in our worldwide ranking are baidajob.com, pknbboto.cc, echoreelsgaming.it and maneki-casino.org.
seldon.io Traffic by Country
Which markets this brand actually serves, and where the web links to it from.
Top customer markets
AI estimate · live webWe 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.
Where its backlinks come from
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.
seldon.io Backlink Analytics
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 seldon.io yet, so there are no link counts to show. Backlink Analytics builds the profile on its first run and it appears here after that.
—
links on file
seldon.io SEO Audit
How the site itself performs — speed, accessibility and the technical basics both search crawlers and AI crawlers depend on.
This site hasn't been audited yet.
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