What is Microsoft Web IQ?
Microsoft Web IQ is a grounding service for AI applications. It provides fresh, real-world intelligence from web pages, news, images and videos, injecting that context directly into large language models for improved reasoning and accuracy. Microsoft describes Web IQ as an agent-native platform intended for building AI agents and applications at enterprise scale.
Important for planning: Microsoft states on the official page that Web IQ is currently available in limited access to select enterprise customers. The service is therefore not generally available, and using it requires being admitted to that program.
Core Features
Citation-ready web context: Web IQ delivers ranked context across web, news, images, video and specialized data sources, suitable for answers with source attribution.
Structured responses: Results are returned as structured JSON with titles, URLs, snippets, timestamps and provenance.
Several integration paths: Microsoft lists REST, MCP (JSON-RPC 2.0) and SDK as integration options, so Web IQ fits both classic and agent-based architectures.
Broad coverage: According to Microsoft, the service covers 100+ languages and markets.
Enterprise focus: The service targets organizations that need production-grade grounding with strict security and data isolation requirements.
Typical Use Cases
Grounding agents: AI agents consult Web IQ for current facts instead of relying on model knowledge alone.
Research and analysis: Applications provide answers with traceable sources, which matters for review and approval processes.
Market and news monitoring: News sources feed current context into analyses.
Multimodal scenarios: Image and video results complement text-based research.
Benefits
- Current web context as a complement to static model knowledge
- Structured, citation-ready responses with provenance information
- Integration through REST, MCP or SDK, matching existing agent architectures
- Coverage across 100+ languages and markets
- Focus on enterprise requirements for security and data isolation
Integration with innFactory
As a Microsoft Solutions Partner, innFactory supports you in evaluating Microsoft Web IQ for your AI architecture: distinguishing it from other grounding and retrieval approaches, clarifying access through your Microsoft account team, and designing citation-ready answer paths in your agents.
Contact us for a no-obligation consultation on grounding and retrieval in AI applications on Azure.
Typical Use Cases
Technical Specifications
Frequently Asked Questions
Is Microsoft Web IQ generally available?
No. Microsoft states on the official page: 'Web IQ is currently available in limited access to select enterprise customers.' The service is also described there as a 'next-generation, agent-native platform with limited access availability'.
What is Web IQ used for?
Web IQ is a grounding service for AI applications. It provides fresh, real-world information from web pages, news, images and videos to inject high-quality context into large language models for improved reasoning and accuracy.
How can Web IQ be integrated?
Microsoft lists REST, MCP (JSON-RPC 2.0) and SDK as integration options. Responses are structured JSON with titles, URLs, snippets, timestamps and provenance.
What coverage does Web IQ offer?
According to Microsoft, Web IQ delivers ranked, citation-ready context across web, news, images, video and specialized data sources, with coverage across 100+ languages and markets.
What does Web IQ cost?
No pricing information is published on the official page. Terms are available per vendor through your Microsoft account team or the official documentation.
Note: All product information on this page has been compiled with care, but is provided without guarantee and may be outdated or incomplete. Cloud services evolve rapidly — features, pricing, SLAs, and availability change frequently. Authoritative and up-to-date information can only be found on the official product page of Azure. This page does not represent an offer by Azure.
