Is Glove a replacement for Respond.io?

Not always. Respond.io is the shorter path when the job ends where it starts. Glove is for processes that cross channels, need approvals, and have to run the same way whoever handles them.

What does deterministic mean in practice?

The same state produces the same transition, every run. The model writes language; it does not decide policy. Discounts, escalations, approvals and refusals come from the process you designed.

Does Glove work with the tools we already use?

Yes. Channels, CRMs, spreadsheets, webhooks and internal APIs all feed the same shared state. Glove holds the record and runs the process itself; connect the tools you rely on, and a CRM stays in sync if you have one.

Comparison All comparisons

Glove vs Respond.io
inbox management, or process orchestration?

A unified inbox puts every channel in one place. A shared state puts every channel in one process.

Updated September 2026 · For evaluation teams

TL;DR

7 axes that decide it.

Respond.io

Glove

Credit where due

What Respond.io does well

Respond.io is one of the best platforms for centralizing messaging channels — WhatsApp, Instagram, Messenger, email — in a single inbox with solid team collaboration, Respond AI agents and workflow automation. For teams that need a unified inbox with simple routing, it works well.

The limit

Where Respond.io falls short

The difference

How Glove approaches this differently

Glove Core connects every channel to a single shared state. A conversation started on LinkedIn continues on WhatsApp without losing a single bit of context. When a human steps in, the system tells them exactly where the process is, what's happened across every channel, and what the most effective next action is.

Honest read

Pick the other one when the other one is right.

Choose Respond.io if

Choose Glove if

Keep comparing

Other evaluations teams run alongside this one.

glove

See the process execute, not the demo script.

Bring one of your own processes. We will run it in Glove on the call.

Book a demo How the engine works

Glove vs Respond.ioinbox management, or process orchestration?