GoSearch vs. Onyx | Enterprise AI Search & Agents

GoSearch vs. Onyx GoSearch vs. Onyx

GoSearch is the best Onyx alternative for teams that want real-time search, on-demand model choice, and agents that act across 100+ apps, without the infrastructure and engineering work self-hosting requires.
GoSearch vs. Onyx comparison guide
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What GoSearch does that Onyx can't

GoSearch

100+ connectors, full read and write

Live, at-query retrieval, not scheduled sync

Switch models per task, no engineering

Agents act across apps out of the box

Workflows orchestrate multiple agents at once

Onyx

40-50+ connectors, mostly read-only

Indexed sync, not real-time queries

Model choice restricted to admins

Agents require engineering resources

No cross-app, multi-agent workflow builder

Real results from GoSearch customers

47%

efficiency gain

80%

adoption in 3 months

< 3

months to ROI

Onyx leaves the integration work to you.
GoSearch is an AI knowledge layer, ready to act.

GoSearch enterprise search answering a question across company tools

Enterprise search

GoSearch

GoSearch connects to 100+ apps with full read and write access, querying them live through federated search, native indexing, and MCP. Results reflect the current state of each system.

Onyx connects to less than 50 apps through indexing connectors that sync on a schedule rather than query live. Connectors are read-only by default, with writing requiring custom engineering.

GoSearch AI chat assistant with tool use and cited answers

AI chat assistant

GoSearch

GoSearch lets any employee switch between OpenAI, Anthropic, Google, and xAI models on demand based on the task, with answers shaped by their role, permissions, and connected apps.

Onyx also works with multiple LLMs, but flexibility is configured by admins. Swapping models is an infrastructure change, not something an employee picks per question.

GoSearch no-code agents for common team workflows

Agents

GoSearch

GoSearch agents are ready to use out of the box, built with no code, and act across the full connected stack of 100+ apps, both reading and writing data, from the start.

Onyx agents can only read connected data. Getting an agent to actually do something, not just answer a question, takes engineering setup first.

GoSearch visual no-code workflow builder

Workflows

GoSearch

GoSearch workflows string together several specialized agents into one automated sequence, so a request can move through multiple steps and systems without a person handing it off along the way.

Onyx's closest equivalent is agentic deep research, where a single agent plans, searches, and writes up a report on its own. It's built for one agent working through one task, not a sequence of agents.

GoSearch enterprise search answering a question across company tools

Enterprise search

GoSearch

GoSearch connects to 100+ apps with full read and write access, querying them live through federated search, native indexing, and MCP. Results reflect the current state of each system.

Onyx connects to less than 50 apps through indexing connectors that sync on a schedule rather than query live. Connectors are read-only by default, with writing requiring custom engineering.

GoSearch AI chat assistant with tool use and cited answers

AI chat assistant

GoSearch

GoSearch lets any employee switch between OpenAI, Anthropic, Google, and xAI models on demand based on the task, with answers shaped by their role, permissions, and connected apps.

Onyx also works with multiple LLMs, but flexibility is configured by admins. Swapping models is an infrastructure change, not something an employee picks per question.

GoSearch no-code agents for common team workflows

Agents

GoSearch

GoSearch agents are ready to use out of the box, built with no code, and act across the full connected stack of 100+ apps, both reading and writing data, from the start.

Onyx agents can only read connected data. Getting an agent to actually do something, not just answer a question, takes engineering setup first.

GoSearch visual no-code workflow builder

Workflows

GoSearch

GoSearch workflows string together several specialized agents into one automated sequence, so a request can move through multiple steps and systems without a person handing it off along the way.

Onyx's closest equivalent is agentic deep research, where a single agent plans, searches, and writes up a report on its own. It's built for one agent working through one task, not a sequence of agents.

GoSearch vs. Onyx

Capability
Core features
Enterprise Search
Hybrid (100+ apps)
Limited indexed
AI Chat
Multi-LLM + knowledge
Admin-configured
Agents
No-code, every role
Engineering required
Workflow Automation
Multi-step
Agent-led only
Analytics
Full suite
Usage only
Extensibility
Web, Slack, Teams
Web, Slack
Data & Security
Data Retrieval
Federated, indexed, MCP
Indexed + MCP
Data Retention
Architectural & contractual ZDR
Configurable retention
Security
Enterprise-grade
No standard ZDR
Pricing & Deployment
Pricing
Free, Pro, Ent
Free, Business, Ent
Free Trial / POC
Free plan, POC
Open-source
Deployment
Days
Days to weeks
Implementation / Onboarding
Included
Customer-managed
Built For
SMB, MM, ENT
SMB, MM, ENT

Frequently asked questions

Open source means Onyx's code is publicly available to inspect, modify, and self-host, which appeals to teams that want full control over their AI stack. It also means the team adopting it takes on the work of hosting, maintaining, and updating the platform themselves, along with keeping connectors current. GoSearch is fully managed, so teams get broader connector depth and agent capability without owning that infrastructure.

Yes, especially for teams that want enterprise search, AI chat, and agents without managing infrastructure or engineering integrations themselves. GoSearch connects to 100+ apps with real-time, read-and-write access out of the box, while Onyx requires self-hosting and additional setup to reach the same level of capability.

Some technical ability helps. Onyx agents can answer questions using read-only data right away, but getting one to take action, like updating a record or filing a ticket, requires configuring an OpenAPI spec or MCP connection for each system. GoSearch agents are built with no code and can read and write across connected apps from the start.

GoSearch is a managed platform, so search, chat, and agents work out of the box once accounts are connected. Onyx requires deploying and hosting the platform yourself, and its connectors sync on a schedule rather than retrieving data live, which adds setup and ongoing maintenance most managed platforms like GoSearch don't require.

Not quite. Onyx's most advanced automation is agentic deep research, where one agent plans and writes a report on its own. GoSearch workflows chain multiple specialized agents together across different apps in a single run, so a process can move through several steps without manual handoffs.

Built for AI search.
Made for how you work.