How do their growth rates compare?

Glean has a month-over-month growth rate of +0.1%; Gumloop has -21.1%.

How does pricing compare?

Glean: Contact for Pricing. Contact for pricing. Glean is licensed to organisations based on seats, connectors, and deployment scope, and is evaluated through a demo rather than self-serve purchase. Gumloop: Freemium, Paid, Contact for Pricing. 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales.

What are alternatives to Glean and Gumloop?

Other tools in related categories include Notion, Manus, Zapier, n8n, MindStudio.

Head-to-Head Benchmark

Glean vs Gumloop

Glean records 3,301,875 monthly visits with +0.1% month-over-month growth and Contact for Pricing pricing. Gumloop records 379,557 monthly visits with -21.1% growth and Freemium, Paid, Contact for Pricing pricing.

GleanContact for PricingTraffic Leader

Enterprise AI grounded in your company's own knowledge

Monthly Visits

3.3M

MoM Velocity

+0.1%

Top Market

🇺🇸 United States

View Glean Analysis glean.com

GumloopFreemium, Paid, Contact for Pricing

Build, share, and control AI agents that actually do the work

Monthly Visits

379.56K

MoM Velocity

-21.1%

Top Market

🇺🇸 United States

View Gumloop Analysis gumloop.com

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Glean	Gumloop
Official Domain	glean.com	gumloop.com
Pricing Model	Contact for Pricing	Freemium, Paid, Contact for Pricing
Monthly Visits	3.3M (3,301,875)	379.56K (379,557)
MoM Traffic Delta	+4.86K (+0.1%)	-101.37K (-21.1%)
Primary Market & Share	🇺🇸 United States (56.6%)	🇺🇸 United States (36.1%)
Direct Visits / mo	2.63M	125.58K
User Rating	4.6	4.4
Supported Platforms	Website	Website

Glean

Enterprise AI grounded in your company's own knowledge

Permission-aware enterprise search

Ask a question in plain language and get a cited answer assembled from documents, tickets, wikis, and messages across every connected system, with permissions respected.

Agent builder and orchestration

Reusable agents handle multi-step workflows such as onboarding, account research, or incident follow-up by orchestrating actions across business apps.

Model routing and AI gateway

Glean automatically picks and routes requests to the right model and reasoning level, giving teams access to 40+ LLMs through a single governed gateway.

Grounded content and analysis

Draft on-brand documents, summarise meetings, analyse data, and create content grounded in company context rather than generic model knowledge.

Strengths & Pros

+Answers cite source systems and inherit their permissions, which removes the main blocker to enterprise-wide rollout
+One platform covers search, assistant, and agents instead of three separate vendors
+Model routing and token efficiency directly reduce the cost per AI query at scale