| Aspect | Google Agentspace (Gemini Enterprise lineage) | Microsoft 365 Copilot | Glean (enterprise AI search) |
|--------|---------------|----------------|----------------|
| Starting Price | Published per-seat pricing available from the vendor (see Agentspace product pages); tiered per-seat pricing published for Gemini Enterprise tiers (varies) | Published per-user pricing available from the vendor for Copilot for M365 | Typically quote-based; third-party estimates vary |
| Best For | Organizations with a Google Cloud / Google Workspace orientation seeking a governed agent catalog and enterprise search with bundled Google agents | Organizations with deep Microsoft 365 usage where native Teams/SharePoint/Outlook integration is a priority | Organizations prioritizing broad SaaS connector coverage and cross-suite search with a neutral indexing layer |
| Key Strength | Search capabilities derived from Google search technology; integration with Google ecosystem and governance/security controls (VPC-SC, CMEK); Google-provided agents (Deep Research, NotebookLM) | Deep native integration into Microsoft productivity services and admin tooling | Reputation for cross-app search and broad connector coverage; neutral positioning across suites |
| Key Weakness | Community reports of connector maturity and administrative controls limitations for some no-code agent workflows; branding and SKU consolidation may create procurement ambiguity | Less optimal for Google-first stacks; integration outside Microsoft ecosystem can be less seamless | Pricing transparency and governance requirements at scale; still requires integration and rollout work |
- Narrative analysis
- Microsoft versus Google
- Both vendors pursue per-seat licensing and consolidation of AI-enabled workplace capabilities. Google emphasizes search heritage and multi-agent narratives, while Microsoft emphasizes depth within Microsoft 365 and integrated workflow embedding.
- Google versus Glean
- Glean is often positioned as a cross-app enterprise search specialist; some evaluators report more straightforward cross-suite search behavior in Glean compared with mixed-source deployments in Agentspace. Conversely, some community feedback rates Agentspace higher than lower-level Google search APIs in answer quality.
- Market share and adoption trends
- No public, reliable market-share metrics specific to Agentspace were identified in accessible sources.
- The consolidation into Gemini Enterprise suggests Google is simplifying go-to-market and bundling multiple capabilities under a single product front door, which may affect procurement clarity and adoption patterns.