Unfairly vs Glean
TL;DR
Glean is publicly positioned as a Work AI platform connected to enterprise data across search, assistants, and agents. Unfairly is narrower and earlier: a multiplayer context layer for AI agents, built around team context, trust tiers, and model-agnostic access. If you need enterprise work AI across a large company, Glean may be the right call. If you need agent-ready context for a fast team, compare Unfairly.
What is the short answer?
Unfairly is the multiplayer context layer for AI agents.
Glean is a broad Work AI platform. Unfairly is a focused context layer for teams building with agents.
That difference matters. Enterprise search helps people find work knowledge. Multiplayer context helps agents use the team’s trusted work knowledge inside the tools where work happens.
When is Glean the right call?
Glean may be the right call when the organization needs a company-wide Work AI platform with enterprise search, assistants, agents, governance, and integrations across many systems.
If procurement, security review, and a broad rollout are already the shape of the project, Glean deserves a serious look.
When is Unfairly the right call?
Unfairly is the right call when the immediate pain is agent context, not enterprise search.
The symptom is simple: every agent starts cold, every teammate re-explains the same thing, and the company has no shared trust layer for what agents should believe.
Start with multiplayer context, then wire it with an MCP server for team knowledge.
| Dimension | Unfairly | Glean |
|---|---|---|
| Team / multiplayer context | Focused on shared context for AI-agent work: what the team knows, trusts, and wants every agent to use. | Glean describes its platform as AI for work that unifies enterprise search, assistants, and agents on company context. |
| Trust tiers | Trust tiers are core to the model: raw, reviewed, and verified knowledge should not be treated equally. | Glean emphasizes enterprise permissions, governance, and company data access in its public product positioning. |
| MCP + model-agnostic access | Designed to make context available across agent surfaces through MCP and model-agnostic workflows. | Glean is a broad Work AI platform with its own assistant, agents, search, and enterprise integrations. |
| Personal memory vs shared context | Starts from shared operating context for teams and agents. | Starts from enterprise knowledge, search, assistant, and agent workflows across company data. |
| Pricing model | Closed beta; join the waitlist for access. | Glean is commonly evaluated through sales-led enterprise buying; confirm current commercial terms with Glean. |
Source checked for Glean: https://www.glean.com/product/overview
FAQ
Is Glean only enterprise search?
No. Glean's public positioning now includes Work AI, assistants, agents, and enterprise search connected to company data.
When is Glean the right call?
Glean may be the right call for larger organizations buying a broad enterprise Work AI platform across many systems and functions.
When is Unfairly the right call?
Unfairly is the sharper fit when a team wants a lightweight, agent-readable multiplayer context layer rather than a broad enterprise platform rollout.