Comparison

Kelu vs Duckie

Last reviewed:

Duckie is an agentic platform for support teams: you build agents that resolve tickets, investigate issues and automate the workflows behind support, and you can self-host it. Kelu is a packaged AI knowledge assistant: you connect your sources and get cited answers in a docs widget, Slack and Teams bots, an MCP server, a support form deflector and your helpdesk.

Short answer

Choose Duckie if your support team wants to build its own agents that investigate issues and run multi-step workflows across your tools, or needs to self-host. Choose Kelu if you want cited answers from your docs working out of the box, with public pricing, a free plan, a docs widget with Cmd+K search and a support form deflector.

Feature comparison

Duckie details come from Duckie's own website and docs, listed under the table.

Feature
Kelu
Duckie
Primary positioning
Packaged knowledge assistant: cited answers from your sources on a widget, bots, MCP, form deflector and helpdesk
Agentic platform where support teams build agents that resolve tickets, investigate issues and automate workflows; self-hosting available
Public web widget
Yes: floating chat, Cmd+K search bar or docked sidebar; themeable, reCAPTCHA, hide-branding on Enterprise
Yes: an AI chat widget with a JavaScript API and proactive messages
Form deflector (before ticket submit)
Yes: one script tag, confidence-scored, works on your own support form
Not documented on their site as of Oct 2026
Chat bots
Slack (@mention, DMs, /kelu, forum auto-reply) and Microsoft Teams, with thumbs feedback
Slack, Microsoft Teams, Discord and Gmail
MCP
An MCP server per knowledge base, so Cursor, Claude Desktop, ChatGPT and Windsurf can search and ask it
Agents can call tools on any MCP server; Duckie also has its own MCP endpoint for runs and settings
Helpdesk integrations
Zendesk, Intercom, Freshdesk, Front and Linear, plus Freshchat live chat
Zendesk, Intercom, Freshdesk, Plain, Pylon and others
Knowledge sources
24 source types: websites, GitHub (docs, code, issues, PRs, discussions), Notion, Confluence, Google Drive, OneDrive, Zendesk Help Center and solved tickets, Jira, Jira Service Management, Linear, Salesforce Knowledge and Cases, Discourse, Stack Overflow, YouTube, OpenAPI, S3, files, curated Q&A
Notion, Confluence, Google Drive, Zendesk and Intercom help articles, Slack history, web pages, Guru, Sentry, and Jira, Linear and GitHub issues; Launchpad drafts knowledge from past tickets
Testing before go-live
Simulations replay up to 100 of your most recent resolved tickets, next to the reply your agent sent; Draft only mode posts private notes
Replay tests on real past conversations, batch tests scored by rubrics, and a Testing mode that posts internal notes only
Retrieval
Hybrid: pgvector + full-text, RRF fusion, LLM query rewrite, cross-encoder reranking, abstention gate
Semantic search over vector embeddings
Citations
Numbered citations; when your sources don't cover a question it says so and shows none
Admins can review the knowledge each run used; citations in customer replies not documented
Pricing transparency
Public pricing: Free / $99 Pro ($79/mo billed yearly) / Enterprise
No public pricing; book a demo
Free tier
Yes: 100 questions/month, no credit card
Not listed publicly

Where Kelu focuses differently

01

Packaged, not built

Duckie gives support teams the parts to build their own agents. Kelu works out of the box: connect a docs site, and retrieval, citations and the abstention gate are already tuned. There are no flows or agents to design before the first answer.

02

Docs-native retrieval

Kelu's ingest pipeline is built for docs: HTML to markdown, code-block extraction, heading-aware chunking and heading detection in PDFs. Hybrid search, reranking and abstention sit on top, so a customer-facing widget answers only from your sources.

03

Transparent pricing and a free tier

Kelu publishes its pricing and offers a free plan without a credit card. Duckie does not publish pricing; you book a demo to get a number.

04

Deflection before the ticket

Kelu's support form deflector answers a question at the moment someone submits your form; if the answer helps, no ticket is filed. The same knowledge base then answers the tickets that do arrive, in Zendesk, Intercom, Freshdesk, Front or Linear.

Got questions?

Frequently asked questions

Which is better for automating support workflows?

Duckie is built for it: its agents investigate issues and call tools across your stack, including any MCP server. Kelu focuses on answering: it replies to or drafts tickets from your knowledge base, tags the ones it can't answer with your escalation tag, and offers optional auto-triage tags.

Can I use Kelu for customer-facing support?

Yes, that's the primary use case. Put the widget on your docs or product site, add a Slack or Teams bot, use the form deflector to answer questions before they become tickets, and let Support Ticket AI answer the tickets that still arrive.

How does pricing compare?

Kelu publishes pricing on the site: Free (100 questions/mo, 1 knowledge base), Pro $99/mo or $79/mo billed yearly (1,000 questions, 5 knowledge bases), Enterprise custom. Duckie doesn't publish pricing; you book a demo to get a number.

Does Kelu support MCP?

Yes. Every knowledge base has an MCP endpoint with search and ask tools, so Cursor, Claude Desktop, ChatGPT with MCP, Windsurf and other MCP clients can query it.

How is answer quality measured?

Before go-live, simulations show each answer next to your agent's reply, with a confidence score you review. After it, users rate answers with thumbs feedback, and analytics show feedback ratios and unanswered questions. When your sources don't cover a question, the assistant abstains instead of guessing.

See for yourself

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