Last updated: September 2026
Global rank: Worldwide · 2026-09
#301,472
AI visibility: Grade A
88
SEO health: Latest audit
86
Visits
342
per month, estimated
Keywords
31
ranking in Google
Organic share
100%
342 organic visits
LLMS.txt
Published
131 lines AI engines can read
You're seeing the free preview of mfem.org
mfem.org Company Profile
MFEM provides a library for finite element discretization that lets users build numerical methods for solving partial differential equations. The code supplies core components such as mesh management, finite element spaces, and assembly routines that can be combined to create custom solvers. It runs on serial and parallel hardware, supports a range of element types and polynomial degrees, and integrates with external…
MFEM was founded in 2015, about 11 years ago. Its workforce is listed as between 1 and 10 employees. Its profile files it under Finite Element Analysis, with further tags for Scientific Computing, High-Performance Computing and Numerical Methods. Products on record for it: MFEM Library, MFEM Miniapps and MFEM Interfaces. Total funding on record is Bootstrapped. Its tagline reads: "Lightweight, general, scalable C++ library for finite element methods".
- Sector
- Finite Element Analysis
- Founded
- 2015
- Employees
- 1-10
- Revenue
- Not Disclosed
- Funding
- Bootstrapped
- Products
- MFEM Library, MFEM Miniapps, MFEM Interfaces
mfem.org Web Traffic Statistics
Key findings
- MFEM (Finite Element Analysis) is ranked #301,472 worldwide in our September 2026 domain ranking, down 48,673 places from #252,799 in August 2026.
- It is estimated to receive about 342 visits a month from search, 100% of it organic, across 31 ranking keywords.
- Its AI visibility score is 88 out of 100 (grade A), with a published llms.txt of 131 lines.
- Its last technical audit scored 86/100, with "Implement Meta Descriptions" the highest-priority fix.
| Month | Rank | Move |
|---|---|---|
| September 2026 | #301,472 | ▼ 48,673 |
| August 2026 | #252,799 | ▲ 94,328 |
| July 2026 | #347,127 | ▼ 73,273 |
| June 2026 | #273,854 | — |
| May 2026 | #273,854 | ▲ 1,148,500 |
| April 2026 | #1,422,354 | — |
What this company does
MFEM provides a library for finite element discretization that lets users build numerical methods for solving partial differential equations. The code supplies core components such as mesh management, finite element spaces, and assembly routines that can be combined to create custom solvers. It runs on serial and parallel hardware, supports a range of element types and polynomial degrees, and integrates with external…
Our read on the site
The overall SEO health of mfem.org is moderately strong, with a performance score of 95/100 indicating excellent speed. However, significant improvements are needed in on-page SEO, particularly in meta descriptions and heading structures, which are currently missing, potentially hindering search visibility.
mfem.org Traffic and Visitor Engagement
Search engines send mfem.org an estimated 342 visits a month. Effectively all of it is organic — about 342 visits from unpaid results. Spread across 31 ranking keywords, that averages roughly 11 organic visits per keyword.
Monthly visits
342
Latest estimate
Change
No monthly history yet
It starts building from the first scan
Organic visits
342
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.
mfem.org AI Visibility
mfem.org scores 88 out of 100 on our AI visibility scale, grade A. It takes full marks for LLMS.txt and Structured data. The biggest gap is Crawlability, at 5 of 10 points (robots ✗ · sitemap ✓), worth 5 points if closed. It also loses points on SEO health (16/20) and Company profile (22/25).
Grade A
Scored from this domain's own data — llms.txt, profile completeness, technical health, crawlability and structured data.
Present
7/8 core fields
82/100
robots ✗ · sitemap ✓
Detected
Fix these first
- → Complete your company profile so AI answers about you stay accurate.
- → Add robots.txt so AI crawlers can read you.
mfem.org LLMS.txt
The llms.txt on mfem.org runs to 131 lines (5,140 characters) across 12 sections, last generated in May 2026. It introduces the site as "MFEM". It tells AI engines the business works in Finite Element Analysis, Scientific Computing, High-Performance Computing and Numerical Methods. It describes 3 products, with prices such as MFEM Library at Free (Open Source), MFEM Miniapps at Free (Open Source) and MFEM Interfaces at Free (Open Source). The audience it names is Researchers, Engineers, Scientists, Academics, aged 25-54 (Global). Technologies it mentions include C++, hypre, SuiteSparse, MPI and CUDA. The keywords it claims start with "Finite Element Analysis", "FEM Library", "Numerical Methods" and "Engineering Software". It gives the company type as Open Source Project.
Status
Published
AI engines can read it
Lines
131
In the file
Size
5.1K
Characters
Sections
12
Updated May 21, 2026
What the file says
# MFEM ## About MFEM is an open-source, lightweight, high-performance C++ library for finite element methods. It provides essential tools for numerical simulations in engineering and scientific computing with support for a wide range of finite element spaces including H1, L2, Nedelec, and Raviart-Thomas. The library is designed for scalability on modern HPC architectures including multi-core CPUs and GPUs and serves researchers, engineers, and scientists in fields like electromagnetics, fluid dynamics, and structural mechanics. MFEM integrates with libraries such as hypre and SuiteSparse, includes miniapps for complex simulations, and is distributed under a BSD license to encourage widespread adoption and contributions. **Areas of Work:** Finite Element Analysis, Scientific Computing, High-Performance Computing, Numerical Methods ## Things to Remember - **Website:** https://mfem.org - **Address:** Not Available - **Contact:** Not Available - **Phone:** Not Available - **Hours:** Not Specified - **Timezone:** UTC - **Currency:** USD - **Company Type:** Open Source Project - **Employees:** 1-10 - **Revenue:** Not Disclosed - **Hiring Status:** Not currently hiring ## Products - **MFEM Library** (Free (Open Source)): Core C++ library for finite element methods - **MFEM Miniapps** (Free (Open Source)): Ready-to-run example applications - **MFEM Interfaces** (Free (Open Source))
Sections in the file
Areas of work
Keywords it claims
Technologies
Products it tells AI about
- MFEM LibraryFree (Open Source)
- MFEM MiniappsFree (Open Source)
- MFEM InterfacesFree (Open Source)
Competitors it names
Audience it targets
Researchers, Engineers, Scientists, Academics · 25-54 · Global
Company type
Open Source Project
mfem.org Organic Keywords
Google lists mfem.org for about 31 keywords, which together bring an estimated 342 organic visits a month.
Ranking keywords
31
Found in Google for this domain
Visits they bring
342
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
mfem.org SEO Audit
The latest technical audit of mfem.org scored 86 out of 100 overall. Accessibility is its weakest area at 75, while performance scores highest at 95. The audit makes 12 recommendations in all, and 4 of the 4 listed first are rated high priority or critical.
Overall
SEO
Performance
Excellent
Accessibility
Fix these first
- CriticalImplement Meta Descriptions
- CriticalAdd H1 Tags
- HighOptimize Images with Alt Text
- HighCreate a Robots.txt File
8 more recommendations, with the exact changes and the pages they apply to, are in the full report.
mfem.org Competitors and Alternatives
MFEM's company profile names https://www.fenicsproject.org, https://www.ansys.com, https://www.comsol.com and https://www.openfoam.com as competitors. Its own llms.txt adds freefem.org and sfeir.com. Outside its market, the domains ranked closest to it in our worldwide ranking are iwcc.edu, episodecalendar.com, secretping.ir and avstatic.com.
mfem.org 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.
mfem.org 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 mfem.org 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
Companies ranked next to mfem.org
Neighbours of #301,472 in our worldwide ranking — each with its own report.
Wait — let's zoom out.
You are looking at one domain. mfem.org competes in a market, and the same numbers exist for everyone in it — including the sites AI engines recommend instead of yours. Amrut AI reads all of them, so you can see who is winning, why, and what to change first.
Everything above, for your own domainand the plan to fix it
Run the free scan on your site and get its AI visibility score, its gaps, and the exact next steps.
Look up another company
A brand name or a domain — the whole overview loads in seconds.