orkg.org — September 2026 traffic, keywords & AI visibility

Search engines send orkg.org an estimated 437 visits a month. Effectively all of it is organic — about 437 visits from unpaid results. Spread across 177 ranking keywords, that averages roughly 2.5 organic visits per keyword.

orkg.org scores 79 out of 100 on our AI visibility scale, grade B. It takes full marks for LLMS.txt. 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 SEO health (15/20), Crawlability (5/10) and Structured data (0/5).

The llms.txt on orkg.org runs to 75 lines (4,634 characters) across 12 sections, last generated in May 2026. It introduces the site as "Open Research Knowledge Graph". It tells AI engines the business works in Research, Science & Deep Tech; Software & Internet; and AI, Data & Automation. It describes 4 products, with prices such as ORKG Templates at Free. Services it lists include Data Curation Support, Custom Graph Setup and Training Workshops. Technologies it mentions include Semantic Web, Knowledge Graphs, RDF and SPARQL. The keywords it claims start with "Research Papers", "Knowledge Graph", "Open Access" and "Research Data".

# Open Research Knowledge Graph

## About
The Open Research Knowledge Graph helps researchers organize findings, datasets and methods in a structured way that goes far beyond traditional papers. Teams at universities and institutes use it to publish contributions as semantic statements that machines and humans can both explore. By turning scattered publications into a connected graph the platform reduces duplication and speeds up discovery across disciplines. Institutions gain better visibility into ongoing work while funders can track the actual impact of supported projects more precisely. The system supports citation management, research data management and open access publishing all in one place. Collaboration features let multiple authors contribute to the same graph entries without losing version history or provenance. Over time the graph grows richer as new papers and datasets are added by the community. Search becomes more powerful because queries can target specific claims, methods or results instead of just keywords. The project stays committed to open principles so anyone can access and reuse the structured data without paywalls. Smaller research groups especially benefit because they can leverage the collective knowledge without building their own infrastructure. Integration with existing tools keeps workflows smooth rather than forcing researchers to switch platform

Google lists orkg.org for about 177 keywords, which together bring an estimated 437 organic visits a month.

The latest technical audit of orkg.org scored 70 out of 100 overall. Performance is its weakest area at 60, while SEO scores highest at 75. The audit makes 12 recommendations in all, and 3 of the 4 listed first are rated high priority or critical.

Open Research Knowledge Graph's company profile names https://www.researchgate.net, https://www.academia.edu, https://www.sciencedirect.com and https://www.springer.com as competitors. Its own llms.txt adds https://www.jstor.org and https://www.frontiersin.org. Outside its market, the domains ranked closest to it in our worldwide ranking are kontramarka.ua, edreams.co.uk, otonastyle.com and xblognetwork.com.

https://www.researchgate.net

https://www.academia.edu

https://www.sciencedirect.com

https://www.springer.com

https://www.jstor.org

https://www.frontiersin.org