Last updated: September 2026
Global rank: Worldwide · 2026-09
#1,327,918
AI visibility: Grade A
87
SEO health: Latest audit
85
Visits
294
per month, estimated
Keywords
53
ranking in Google
Organic share
100%
294 organic visits
LLMS.txt
Published
151 lines AI engines can read
You're seeing the free preview of mkbergman.com
mkbergman.com Company Profile
MK Bergman stands at the intersection of artificial intelligence and semantic web technologies, offering deep insights into how structured knowledge can transform data into actionable intelligence. Founded by industry veteran Mike Bergman, the platform delves into topics like knowledge graphs, adaptive information systems, and the ethical dimensions of AI deployment. Through years of blogging and analysis, it serves…
Founded in 2007 (about 19 years ago), MK Bergman is based in United States. Its workforce is listed as between 1 and 10 employees. It was founded by Mike Bergman. Its profile files it under Semantic Technologies, with further tags for Knowledge Graphs, Artificial Intelligence and Semantic Web. Total funding on record is Bootstrapped. Its tagline reads: "Exploring the frontiers of semantic technologies and knowledge-based AI".
- Sector
- Semantic Technologies
- Headquarters
- United States
- Founded
- 2007
- Employees
- 1-10
- Revenue
- Not Disclosed
- Funding
- Bootstrapped
- Founders
- Mike Bergman
mkbergman.com Web Traffic Statistics
Key findings
- MK Bergman (Semantic Technologies) is ranked #1,327,918 worldwide in our September 2026 domain ranking, up 538,226 places from #1,866,144 in August 2026.
- It is estimated to receive about 294 visits a month from search, 100% of it organic, across 53 ranking keywords.
- Its AI visibility score is 87 out of 100 (grade A), with a published llms.txt of 151 lines.
- Its last technical audit scored 85/100, with "Enhance Accessibility Features" the highest-priority fix.
| Month | Rank | Move |
|---|---|---|
| September 2026 | #1,327,918 | ▲ 538,226 |
| August 2026 | #1,866,144 | ▼ 402,685 |
| July 2026 | #1,463,459 | ▲ 296,103 |
| June 2026 | #1,759,562 | — |
| May 2026 | #1,759,562 | ▲ 7,700 |
| April 2026 | #1,767,262 | — |
What this company does
MK Bergman stands at the intersection of artificial intelligence and semantic web technologies, offering deep insights into how structured knowledge can transform data into actionable intelligence. Founded by industry veteran Mike Bergman, the platform delves into topics like knowledge graphs, adaptive information systems, and the ethical dimensions of AI deployment. Through years of blogging and analysis, it serves…
Our read on the site
The overall SEO health of mkbergman.com is strong, with a perfect performance score and good SEO score. However, there are notable areas for improvement, particularly in accessibility and content coverage that could enhance user experience and search visibility.
mkbergman.com Traffic and Visitor Engagement
Search engines send mkbergman.com an estimated 294 visits a month. Effectively all of it is organic — about 294 visits from unpaid results. Spread across 53 ranking keywords, that averages roughly 5.5 organic visits per keyword.
Monthly visits
294
Latest estimate
Change
No monthly history yet
It starts building from the first scan
Organic visits
294
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.
mkbergman.com AI Visibility
mkbergman.com scores 87 out of 100 on our AI visibility scale, grade A. It takes full marks for LLMS.txt and Crawlability. The biggest gap is Company profile, at 19 of 25 points (6/8 core fields), worth 6 points if closed. It also loses points on Structured data (0/5) and SEO health (18/20).
Grade A
Scored from this domain's own data — llms.txt, profile completeness, technical health, crawlability and structured data.
Present
6/8 core fields
91/100
robots ✓ · sitemap ✓
Not detected
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- → Complete your company profile so AI answers about you stay accurate.
mkbergman.com LLMS.txt
The llms.txt on mkbergman.com runs to 151 lines (7,851 characters) across 12 sections, last generated in May 2026. It introduces the site as "MK Bergman - Semantic Technologies & AI Insights". It tells AI engines the business works in Semantic Technologies, Artificial Intelligence and Knowledge Graphs. It describes 4 products, with prices such as Knowledge Graph Toolkit at Free / Open Source and Adaptive Info Reports at Free Download. Services it lists include Semantic Consulting, AI Ethics Audits, Knowledge Management Strategy and Semantic Web Training. The audience it names is Developers, Researchers, Executives in AI and Data, aged 25-55 (Global). Technologies it mentions include HTTPS, Viewport Meta, Robots.txt and XML Sitemap. The keywords it claims start with "semantic technologies", "knowledge-based artificial intelligence", "adaptive information" and "knowledge graphs". It gives the company type as Sole Proprietorship.
Status
Published
AI engines can read it
Lines
151
In the file
Size
7.9K
Characters
Sections
12
Updated May 5, 2026
What the file says
# MK Bergman - Semantic Technologies & AI Insights ## About MK Bergman is a leading resource hub dedicated to advancing semantic technologies and knowledge-driven AI. Curated by expert Mike Bergman, it provides in-depth explorations of knowledge graphs, semantic web standards, and their intersections with contemporary AI challenges. The platform demystifies how adaptive information systems enable machines to reason more like humans, offering practical guidance for implementers. From early semantic web visions to today's graph-powered AI, the content traces the field's evolution with nuance and foresight. It serves a global community of innovators looking to integrate semantics into healthcare, ethics frameworks, and beyond. Bergman's analyses cut through buzzwords, emphasizing robust architectures for scalable knowledge representation. Readers benefit from real-world case studies and forward-looking predictions that shape strategic decisions. The site's thoughtful prose invites reflection on AI's philosophical underpinnings, like memory and cognition in machines. Over nearly two decades, it has built a reputation for reliability amid shifting tech landscapes. Contributions spark ideas for semantic search enhancements and ethical AI deployments. MK Bergman empowers its audience to pioneer next-gen solutions grounded in proven principles. Its focus on open standards fosters coll
Sections in the file
Areas of work
Keywords it claims
Technologies
Products it tells AI about
- Knowledge Graph ToolkitFree / Open Source
- Semantic AI WorkshopsContact for pricing
- Adaptive Info ReportsFree Download
- Graph Reasoning EngineConsulting required
Services it tells AI about
- Semantic ConsultingCustom Quote
- AI Ethics AuditsContact
- Knowledge Management StrategyProject-based
- Semantic Web TrainingVaries
- Custom Graph DevelopmentQuote
Competitors it names
Audience it targets
Developers, Researchers, Executives in AI and Data · 25-55 · Global
Company type
Sole Proprietorship
mkbergman.com Organic Keywords
Google lists mkbergman.com for about 53 keywords, which together bring an estimated 294 organic visits a month.
Ranking keywords
53
Found in Google for this domain
Visits they bring
294
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
mkbergman.com SEO Audit
The latest technical audit of mkbergman.com scored 85 out of 100 overall. Accessibility is its weakest area at 68, while performance scores highest at 100. The audit makes 12 recommendations in all, and 3 of the 4 listed first are rated high priority or critical.
Overall
SEO
Excellent
Performance
Excellent
Accessibility
Fix these first
- HighEnhance Accessibility Features
- CriticalOptimize Meta Descriptions
- MediumImplement llms.txt File
- HighImprove Heading Structure
8 more recommendations, with the exact changes and the pages they apply to, are in the full report.
mkbergman.com Competitors and Alternatives
MK Bergman's company profile names https://www.semanticweb.com, https://www.aitrends.com, https://www.kdnuggets.com and https://www.oreilly.com as competitors. Its own llms.txt adds https://www.forbes.com/ai and https://www.techcrunch.com. Outside its market, the domains ranked closest to it in our worldwide ranking are bamcontent.com, archaeo-nerd.de, perfume-clique.pt and techmesto.com.
mkbergman.com 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.
mkbergman.com 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 mkbergman.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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