vdf.ai
Link authority for vdf.ai (registrable domain: vdf.ai) from the Common Crawl web graph: PageRank and harmonic centrality history since 2017, current scores, and the site's top backlink sources.
Web-graph authority (0-100)
Domain scores measure vdf.ai as a whole: every subdomain's links rolled up into one node of Common Crawl's domain-level web graph. Host scores measure the exact hostname vdf.ai. WWW scores cover the www variant of that hostname, which the graph tracks as its own entry since January 2026 (before that, www and bare host were merged). A big gap between domain and host usually means the domain's authority lives on other subdomains. PageRank is link-endorsement authority: how much weight the sites linking here carry themselves. Harmonic centrality measures reach: how close this site sits to the rest of the web when following links, which favors broadly connected sites over ones boosted by a few heavy linkers. All are normalized 0 to 100 within each crawl snapshot; a dash means that series does not exist for this site.
Homepage
What vdf.ai presents on its own homepage: the page title, description, and the social share markup it publishes. Pulled from https://vdf.ai.
| Title | Enterprise AI Agent Platform | On-Prem & Private AI | VDF AI |
|---|---|
| Description | VDF AI is an on-premise AI agent platform for enterprises with self-evolving multi-agent orchestration, private RAG, LLM routing, and data sovereignty. |
| OG Title | Enterprise AI Agent Platform | On-Prem & Private AI | VDF AI |
| OG Description | VDF AI is an on-premise AI agent platform for enterprises with self-evolving multi-agent orchestration, private RAG, LLM routing, and data sovereignty. |
| OG Site Name | VDF.AI |
| Twitter Title | Enterprise AI Agent Platform | On-Prem & Private AI | VDF AI |
| Twitter Card | summary_large_image |
Social accounts and contact points
Where this site maintains a presence and every reachable route its homepage exposes: social accounts, contact pages, addresses, and content feeds.
| Researchgate | 390695701_Assessing_a_Fine-Tuned_Scrum_Agent_Accuracy_Utility_and_Expert_Validation |
|---|---|
| vdf-ai (business) | |
| X | vdf_ai |
| vdf.ai | |
| Medium | @vdf_ai |
| Youtube | VDF-AI |
Structured data (JSON-LD)
The schema.org markup this homepage publishes: the machine-readable identity search engines and AI systems read. Types found: Organization, WebSite, WebPage, FAQPage.
JSON-LD block (4,507 bytes)
{"@context":"https://schema.org","@graph":[{"@id":"https://vdf.ai#organization","@type":"Organization","name":"VDF.AI","legalName":"VDF AI AB","url":"https://vdf.ai","logo":"https://vdf.ai/assets/img/favicon.png","description":"Transform your organization with VDF AI's intelligent solutions for Agile teams and leaders.","sameAs":["https://linkedin.com/company/vdf-ai","https://twitter.com/vdf_ai"],"address":{"@type":"PostalAddress","streetAddress":"Sörmlandsvägen","postalCode":"192 54","addressLocality":"Sollentuna","addressRegion":"Stockholm","addressCountry":"SE"},"contactPoint":{"@type":"ContactPoint","contactType":"customer service","email":"contact@vdf.ai"}},{"@id":"https://vdf.ai#website","@type":"WebSite","name":"VDF.AI","url":"https://vdf.ai","description":"Transform your organization with VDF AI's intelligent solutions. Get real-time insights and automated actions for your Agile teams and leaders.","publisher":{"@id":"https://vdf.ai#organization"}},{"@type":"WebPage","url":"https://vdf.ai/","name":"Enterprise AI Agent Platform | On-Prem & Private AI | VDF AI","description":"VDF AI is an on-premise AI agent platform for enterprises with self-evolving multi-agent orchestration, private RAG, LLM routing, and data sovereignty.","isPartOf":{"@id":"https://vdf.ai#website"}},{"@type":"FAQPage","mainEntity":[{"@type":"Question","name":"What is an on-premise AI agent platform?","acceptedAnswer":{"@type":"Answer","text":"An on-premise AI agent platform runs AI agents, language models, retrieval, and orchestration entirely inside your own infrastructure — your data centre, sovereign cloud, or an air-gapped environment. No prompts, documents, or embeddings leave your perimeter, which makes it the default choice for organisations governed by the EU AI Act, GDPR, HIPAA, or sector-specific data residency rules."}},{"@type":"Question","name":"How is VDF.AI different from Microsoft Copilot?","acceptedAnswer":{"@type":"Answer","text":"Microsoft Copilot ties you to Azure OpenAI and the Microsoft tenant boundary. VDF.AI is model-agnostic, deployable on-premise or in any sovereign cloud, and ships multi-agent orchestration (AI Networks), governed agent workspaces (AI Agents), and private RAG (AI Chat). You choose the LLM, you control routing for cost, and every byte of context stays inside your governance perimeter."}},{"@type":"Question","name":"What is multi-agent orchestration and why does it matter?","acceptedAnswer":{"@type":"Answer","text":"Multi-agent orchestration is the coordination layer that lets specialised AI agents — a researcher, a coder, a compliance reviewer — collaborate on one task instead of relying on a single chatbot. It handles task decomposition, tool routing, model routing, retries, observability, and audit trails. VDF AI Networks provides an 8-phase orchestrator on a visual canvas with 14+ node types."}},{"@type":"Question","name":"How does AI agent governance work in regulated industries?","acceptedAnswer":{"@type":"Answer","text":"Governance covers four things regulators ask about: who triggered the agent, what data it touched, which model produced the output, and whether a human approved it. VDF.AI captures every prompt, tool call, retrieval hit, and response as immutable audit logs, applies role-based access to tools and knowledge sources, and supports approval gates — mapping to EU AI Act high-risk controls and financial model risk management frameworks."}},{"@type":"Question","name":"What is private RAG and how is it different from cloud RAG?","acceptedAnswer":{"@type":"Answer","text":"Private RAG keeps the document store, embedding model, vector database, and generation step entirely inside your environment. Cloud RAG sends fragments of your documents to a third-party provider on every query, creating data residency and IP leakage risk. VDF AI Chat ships private RAG with on-premise embeddings and sovereign vector storage, so regulated teams can answer questions about confidential documents without exposing them."}},{"@type":"Question","name":"How does LLM routing reduce AI cost?","acceptedAnswer":{"@type":"Answer","text":"LLM routing inspects each request and sends it to the cheapest model capable of answering well — a small 7B model for classification, mid-tier for summarisation, frontier only for hard reasoning. Smart routing typically cuts AI spend 40-60% versus single-model deployments and reduces energy draw by a similar factor. VDF AI Networks ships routing as a first-class node."}}]}]}Authority over time
Every Common Crawl web-graph release since 2017, roughly quarterly. The domain series goes back to 2017; Common Crawl only began publishing the host-level graph in 2020, so host lines start there. Click a legend entry to show or hide that line. Flat lines are normal for established sites; watch for sustained rises or drops, which track real gains or losses in who links here.
A note on www: through the end of 2025 the source web graph merged www and non-www hostnames into the bare name, so one host line covers both. Starting in January 2026 the graph splits them into separate entries, which is why www can carry its own scores going forward.
Backlink counts
Unique linking domains seen in Common Crawl's link graphs. This is a different dataset than the 0-100 authority scores above: these are raw counts, host-level for vdf.ai and domain-level for vdf.ai with all its subdomains combined. Common Crawl covers a large sample of the web, not all of it, so treat counts as comparable between sites rather than absolute totals.
Top backlinks in the domain graph
Common Crawl publishes two link graphs. The DOMAIN graph connects whole domains: every link from any page of one domain to any page of another. This table shows the highest-authority domains linking to vdf.ai (including its subdomains), ranked by the linker's PageRank. The table shows the top 8; the download carries the full stored list (up to 10,000 linkers) as JSON. Click a linker for its own site profile.
| Linking Site | Linker PageRank | Linker Harmonic Centrality |
|---|---|---|
| tianpan.co | 37 | 22 |
| turkiye.ai | 36 | 22 |
| netwrck.com | 28 | 22 |
| champsignal.com | 27 | 22 |
| mixflow.ai | 14 | 18 |
| suhaselcuk.com | 11 | 13 |
| ainews247.org | 1 | 11 |
| humaninresidence.com | 0 | 0 |
Top backlinks in the host graph
The HOST graph connects exact hostnames, so subdomains count separately. This table shows the highest-authority hosts linking to vdf.ai specifically, ranked by the linker's PageRank. The table shows the top 7; the download carries the full stored list (up to 10,000 linkers) as JSON. Click a linker for its own site profile.
| Linking Site | Linker PageRank | Linker Harmonic Centrality |
|---|---|---|
| turkiye.ai | 30 | 15 |
| champsignal.com | 24 | 21 |
| mixflow.ai | 10 | 14 |
| news.netwrck.com | 10 | 13 |
| suhaselcuk.com | 7 | 12 |
| ainews247.org | 1 | 9 |
| humaninresidence.com | 0 | 0 |