Comparison

7 Best Glean Alternatives for AI Enablement in 2026

📅 February 28, 2026⏱ 15 min read -Glean is impressive — $200M+ ARR, 100+ integrations, the most sophisticated enterprise context graph in the market. But it’s built for the Fortune 500. Here are 7 alternatives for companies that need AI enablement without the enterprise price tag or 6-month integration timeline.*

Glean is the gold standard for enterprise AI search. Their Spring ‘26 launch — agent sandboxes, 85+ autonomous actions, personal graphs, voice support — is the most ambitious product expansion in the category.

But Glean’s strengths are also its limitations. It requires deep integration across your entire tech stack. Implementation takes months. Pricing is enterprise-tier. And for the 99% of companies that aren’t Fortune 500, that’s a non-starter.

If you’re looking for Glean alternatives, the right question isn’t “what’s cheaper?” — it’s “what approach to AI actually fits my company’s size, budget, and readiness?”

Quick Comparison Table

Platform

Best For

Pricing

Time to Value

Company Size -Glean*

Enterprise search + context graph

$200K+/year

3-6 months

1,000+ -iEnable*

Full AI enablement for every employee

Free start

90 sec - 24 hrs

Any size -Microsoft Copilot*

Microsoft 365 power users

$30/user/mo

2-4 weeks

Microsoft orgs -GoSearch*

Affordable enterprise search

$20/user/mo

1-2 weeks

100-5,000 -Coveo*

E-commerce + customer experience

Custom (premium)

2-4 months

Large enterprise -HubSpot Breeze AI*

Marketing + sales teams

Included in HubSpot

Days

SMB-midmarket -Relevance AI*

Technical teams building agents

$19-199/mo

Days-weeks

Technical teams

Detailed Comparison

1. iEnable — Best for Full AI Enablement

-What it does:* Gives every employee a personal AI enabler — a named, role-specific AI that learns your business, coordinates across departments, and works within governance guardrails. Not just search — execution. -How it differs from Glean:* Glean creates a searchable layer on top of your tools. iEnable creates an AI workforce that actively works alongside your team — researching, analyzing, producing, and recommending actions with human approval.

Feature

Glean

iEnable -Deployment*

3-6 month integration

90-second scan, same-day -AI approach*

Search your data, ask questions

Per-employee enablers that learn and execute -Governance*

Enterprise admin controls

Tiered approval chains, spending limits, audit trails -Learning*

Graph improves search relevance

Tracks outcomes, builds playbooks, promotes validated findings -Coordination*

100+ app connectors

Agent-to-agent coordination, automated routing -Pricing*

$200K+/year enterprise

Free start, value-based scaling

Pros

• Fastest time to value (90 seconds)
• Per-employee personalization
• Built-in governance and approval
• Compound learning — AI gets smarter
• Accessible pricing for any company

Cons

• Newer platform (less third-party validation)
• Smaller integration ecosystem -Best for:* Companies that want AI enablement, not just AI search. Especially SMBs, mid-market, companies needing governance from day one. -Why users switch from Glean:* Implementation complexity, enterprise-only pricing, wanting execution capabilities beyond search.

2. Microsoft Copilot — Best for Microsoft-Native Orgs

-What it does:* AI assistant embedded in Word, Excel, PowerPoint, Outlook, Teams. Recently launched Copilot Tasks for autonomous agent capabilities.

Feature

Glean

Microsoft Copilot -Integration*

100+ apps

Microsoft 365 ecosystem -Agents*

Sandboxes + 85+ actions

Copilot Tasks (research preview) -Pricing*

Enterprise contract

$30/user/month -Deployment*

Months

Weeks

Pros

• Native Office 365 integration
• Familiar interface
• $30/user/month pricing
• Copilot Tasks adds agents

Cons

• Limited to Microsoft ecosystem
• Binary governance only
• No compound learning
• 72% struggle to adopt (Gartner) -Best for:* Organizations fully committed to Microsoft 365.

3. GoSearch — Best Affordable Enterprise Search

-What it does:* AI-powered enterprise search with federated and indexed approaches. 100+ connectors. Transparent pricing.

Feature

Glean

GoSearch -Pricing*

$200K+/year

$20/user/month -Security*

Enterprise-grade

SOC 2 Type II -Deployment*

Months

1-2 weeks

Pros

• Most affordable Glean-like search
• Transparent pricing
• Fast deployment
• SOC 2 Type II

Cons

• Search-focused, limited agents
• No compound learning
• No per-employee personalization -Best for:* Companies needing enterprise search at a fraction of Glean’s price.

4. Coveo — Best for E-Commerce & CX

-What it does:* AI search and recommendations with behavioral AI. Deep Salesforce integration.

Pros

• Best-in-class e-commerce search
• Behavioral AI at scale
• Deep Salesforce integration

Cons

• Customer-facing focus
• Premium pricing
• Steep learning curve -Best for:* Large enterprises focused on customer experience and e-commerce.

5. HubSpot Breeze AI — Best for SMB Marketing

-What it does:* AI agents native to HubSpot CRM — prospecting, content, and customer service agents.

Pros

• Included with HubSpot
• Native CRM integration
• Fast to deploy

Cons

• HubSpot-only
• Marketing/sales focus only
• No governance layer -Best for:* SMBs on HubSpot wanting AI marketing and sales automation.

6. Relevance AI — Best for Custom Agent Builders

-What it does:* Platform for building custom AI agents with multi-step workflows and tool integrations.

Pros

• Most customizable
• Starting at $19/month
• Calendar-triggered workflows

Cons

• Requires technical skill
• No enterprise search
• Limited cross-agent coordination -Best for:* Technical teams and startups building custom AI agents.

7. Elastic — Best for Engineering Teams

-What it does:* Configurable search infrastructure on Apache Lucene. Hybrid keyword + semantic search at massive scale.

Pros

• Most scalable and customizable
• Self-hosted option
• Real-time analytics

Cons

• Requires engineering team
• Not a packaged product
• No enablement or agents -Best for:* Engineering-heavy organizations with custom search needs.

How to Choose: The Decision Tree

Start Here: What’s Your Primary Need?

-→ “Better search across our apps”**
Enterprise budget: Glean · Budget-conscious: GoSearch · Engineering team: Elastic -→ “AI that works for every employee”**
Any company size: iEnable · Microsoft-native: Copilot + enablement layer -→ “AI for marketing and sales”**
On HubSpot: HubSpot Breeze · Custom agents: Relevance AI -→ “AI for customer experience”**
Coveo -*→ “Everything — search + enablement + governance”**
Enterprise budget: Glean + enablement layer · Any budget: iEnable

The Bigger Question: Search vs. Enablement

If Your Problem Is…

You Need…

Consider…

“Can’t find information across tools”

Enterprise search

Glean, GoSearch, Elastic

“Employees don’t know how to use AI”

AI enablement

iEnable, Copilot + training

“AI tools exist but nobody uses them”

Adoption framework

Evaluation framework

“Need AI to do work, not just answer”

Agents + governance

iEnable, Relevance AI

“Need AI in one department”

Point solution

HubSpot, Jasper, Gong

The AI enablement platform that wins won’t be the most technically sophisticated. It’ll be the one that gets every employee enabled, with governance, at a price point that doesn’t require a board-level purchase decision.

Getting Started

1. Understand AI enablement — different category than enterprise search
2. Assess your AI maturity — search, enablement, or both?
3. Use the evaluation framework — 8 criteria to score any platform
4. See iEnable in action — 90-second scan, no sales call -Platform features and pricing reflect publicly available information as of February 2026.*

See What AI Enablement Looks Like for Your Company

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