iterate.ai
Link authority for iterate.ai (registrable domain: iterate.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 iterate.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 iterate.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 iterate.ai presents on its own homepage: the page title, description, and the social share markup it publishes. Pulled from https://iterate.ai.
| Title | Iterate.ai - Enterprise AI Application Platform |
|---|---|
| Description | Private AI for the enterprise. Iterate.ai delivers secure, scalable AI solutions that turn your data into actionable intelligence—without leaving your environment. |
| OG Title | Iterate.ai - Enterprise AI Application Platform |
| OG Description | Iterate.ai builds secure, low-code and agentic AI platforms that help enterprises innovate faster. Discover AI tools that power automation, insights, and real-world applications—at speed and scale. |
| Twitter Title | Iterate.ai - Enterprise AI Application Platform |
| 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.
| iterateai (business) | |
| iterateAI | |
| X | IterateAI |
| Contact pages | https://iterate.ai/contact |
|---|---|
| Blog |
https://iterate.ai/blog https://iterate.ai/company/news |
Structured data (JSON-LD)
The schema.org markup this homepage publishes: the machine-readable identity search engines and AI systems read. Types found: Organization, FAQPage.
JSON-LD block (1,142 bytes)
{
"@context": "https://schema.org",
"@type": "Organization",
"@id": "https://iterate.ai/#organization",
"name": "Iterate.ai",
"legalName": "Iterate Studio Inc.",
"url": "https://iterate.ai",
"logo": {
"@type": "ImageObject",
"url": "https://cdn.prod.website-files.com/66faf094459c16fad4ecb09a/69aa118a26ff06ef3987be49_8d484172f741a5330e15df39f6bcdc47_Logo-Iterate_ai-dark.svg"
},
"description": "Iterate.ai builds private, enterprise-grade AI infrastructure, helping organizations govern AI usage, optimize runtime costs, and deploy agentic AI in production without exposing sensitive data to public AI tools.",
"foundingDate": "2013",
"address": {
"@type": "PostalAddress",
"addressLocality": "San Jose",
"addressRegion": "CA",
"addressCountry": "US"
},
"contactPoint": {
"@type": "ContactPoint",
"contactType": "Customer Service",
"url": "https://iterate.ai/contact"
},
"sameAs": [
"https://www.linkedin.com/company/iterateai/",
"https://x.com/IterateAI",
"https://www.facebook.com/iterateAI",
"https://www.crunchbase.com/organization/iterate-studio"
]
}
JSON-LD block (874 bytes)
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Iterate.ai",
"legalName": "Iterate Studio Inc.",
"url": "https://iterate.ai",
"logo": "https://cdn.prod.website-files.com/66faf094459c16fad4ecb09a/66fb168e807502e41c138188_Nav-Logo.svg",
"description": "Iterate.ai builds private, enterprise-grade AI infrastructure, helping organizations govern AI usage, optimize runtime costs, and deploy agentic AI in production without exposing sensitive data to public AI tools.",
"foundingDate": "2013",
"address": {
"@type": "PostalAddress",
"addressLocality": "San Jose",
"addressRegion": "CA",
"addressCountry": "US"
},
"sameAs": [
"https://www.linkedin.com/company/iterateai/",
"https://x.com/IterateAI",
"https://www.facebook.com/iterateAI",
"https://www.crunchbase.com/organization/iterate-studio"
]
}
JSON-LD block (6,086 bytes)
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is Iterate.ai and how does it help enterprises deploy private AI?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Iterate.ai is an enterprise AI application platform that enables organizations to deploy secure, private AI assistants and agents on-premises, in private cloud, or at the edge. Unlike public AI services, Iterate.ai keeps your data and intellectual property within your own environment, providing end-to-end control from data ingestion to production-grade AI deployment. The platform includes four integrated layers: Generate (private AI assistants), AgentOne (AI coding assistant), AgentWatch (governance and visibility), and Interplay (low-code AI app development)."
}
},
{
"@type": "Question",
"name": "How long does it take to deploy a private AI solution with Iterate.ai?",
"acceptedAnswer": {
"@type": "Answer",
"text": "With Iterate.ai's Interplay platform, enterprises can prototype and deploy AI-enabled applications in 2-3 days, compared to traditional development cycles that take weeks or months. For turnkey solutions like the NetApp AIPod Mini integration, enterprises can deploy production-ready private AI infrastructure in days rather than months."
}
},
{
"@type": "Question",
"name": "What are the main differences between Iterate.ai and public AI services like ChatGPT?",
"acceptedAnswer": {
"@type": "Answer",
"text": "The key difference is data privacy and control. Public AI services send your data to external servers, creating compliance risks and potential IP exposure. Iterate.ai's Generate platform runs entirely within your own infrastructure, ensuring your enterprise knowledge, proprietary code, and sensitive data never leave your environment. Iterate.ai also provides governance tools (AgentWatch) for usage visibility, cost controls, token tracking, and compliance auditability that public services cannot offer."
}
},
{
"@type": "Question",
"name": "Does Iterate.ai support hybrid and multi-cloud deployments?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Yes, Iterate.ai supports flexible deployment patterns including edge, private cloud, on-premises, and hybrid configurations. The platform includes model routing capabilities that allow you to route AI workloads across public, private, and custom models based on cost, latency, policy requirements, or task type."
}
},
{
"@type": "Question",
"name": "How does Iterate.ai help control AI costs and improve performance?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Iterate.ai's AgentWatch and Lifeboat products provide comprehensive cost optimization through token cost controls, usage visibility, runtime-aware orchestration, and intelligent model routing. KV-cache optimization, memory management strategies, and concurrency improvements help reduce AI execution costs by 30-40% while improving response times for high-volume enterprise workloads."
}
},
{
"@type": "Question",
"name": "What security and compliance features does Iterate.ai provide for AI development?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Iterate.ai combines AgentOne and AgentWatch to create a secure AI-assisted development environment with code privacy, security review capabilities, and compliance visibility. The platform prevents proprietary source code exposure, provides governance for AI-generated code, tracks all AI development activity for audit purposes, and enables security teams to review generated code before deployment."
}
},
{
"@type": "Question",
"name": "Can non-technical users build AI applications with Iterate.ai?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Yes, Iterate.ai's Interplay platform is specifically designed for C-level executives and business users to prototype AI applications without coding expertise. The drag-and-drop, low-code interface allows business leaders to test ideas and build functional AI-enabled apps quickly, which technical teams can then refine and scale into production applications."
}
},
{
"@type": "Question",
"name": "What is the Iterate.ai and NetApp partnership, and what does it deliver?",
"acceptedAnswer": {
"@type": "Answer",
"text": "In May 2026, Iterate.ai announced a strategic alliance with NetApp to deliver turnkey private AI for enterprises. The partnership combines Iterate.ai's Generate platform with NetApp AIPod Mini to create an integrated, on-premises solution for automating complex business processes in fully private environments."
}
},
{
"@type": "Question",
"name": "What is Extract and how does it handle document processing?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Extract is Iterate.ai's intelligent document processing (IDP) engine that replaces manual, error-prone document workflows with enterprise-grade Document AI. Extract classifies, extracts, summarizes, validates, and routes document information into governed workflows without sending data to the cloud. It offers three deployment models: AWS Marketplace, SaaS, or AI In-a-Box on dedicated NVIDIA DGX Spark or Dell hardware."
}
},
{
"@type": "Question",
"name": "What is Lifeboat and why do enterprises need it for AI agents?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Lifeboat is Iterate.ai's agent-first LLM inference engine that delivers 2x+ concurrent agent sessions on the same GPU while maintaining 100% model quality. It achieves up to 129x faster response times under heavy agent load compared to standard engines like SGLang, while keeping agents, data, and models running entirely on your own hardware."
}
}
]
}
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 iterate.ai and domain-level for iterate.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 iterate.ai (including its subdomains), ranked by the linker's PageRank. The table shows the top 196; the download carries the full stored list (up to 10,000 linkers) as JSON. Click a linker for its own site profile.
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 iterate.ai specifically, ranked by the linker's PageRank. The table shows the top 135; the download carries the full stored list (up to 10,000 linkers) as JSON. Click a linker for its own site profile.