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How does Rivora compare with the tools product teams already use?
Rivora works alongside most of them: it keeps the decisions, rules and clarifications your team confirms while designing each feature, and sends the approved work to Jira, Confluence and coding agents. Each comparison below says what the other tool does best, where Rivora fits, and when a team would use both.
What kind of product is Rivora?
Rivora Connect is an AI product brain for product teams on established software. Design each feature in its workflow, and every answer adds to its memory. Your team checks every part.
Comparisons
| Compared with | In one line | The page |
|---|---|---|
| Productboard | Productboard turns customer feedback into priorities and specs. Rivora gets the answers from the people who know, keeps them, and has your team check every part. | Rivora and Productboard |
| Notion | Notion is a flexible workspace for docs, databases and tasks. Rivora keeps what your team confirms while designing each feature. | Rivora and Notion |
| Confluence | Confluence holds the documents your team writes. Rivora keeps what your team confirms, and publishes approved work to Confluence. | Rivora and Confluence |
| Jira (alternative or add-on) | Jira tracks the work. Rivora remembers why, and sends Jira the stories. | Rivora and Jira |
| Claude Projects (alternative or add-on) | A project holds the files and instructions someone gave it. Rivora holds what your team confirmed, and Claude reads its approved plans. | Rivora and Claude Projects |
| ChatGPT Projects (alternative or add-on) | A project holds the chats, files and instructions people gave it. Rivora holds what your team confirmed, and ChatGPT reads its approved plans. | Rivora and ChatGPT Projects |
| CLAUDE.md, AGENTS.md and Cursor rules (alternative or add-on) | A context file tells a coding agent how to work in your codebase. Rivora gives it what your team confirmed for each feature. | Rivora and coding-agent context files |
| Glean | Search finds what's written down. Rivora keeps what never was, from the people who know. | Rivora and Glean |
| Atlassian Rovo | Rovo works across what's in Jira, Confluence and your other tools. Rivora keeps what was never written down, and sends Jira the approved stories. | Rivora and Atlassian Rovo |
| Aha! | Aha! plans strategy, roadmaps and ideas. Rivora designs how each feature works on your product, with the people who know. | Rivora and Aha! |
| Linear (alternative or add-on) | Linear tracks and ships the work. Rivora keeps the why, and gives coding agents the approved plan. | Rivora and Linear |
| Dovetail | Dovetail shows what customers need, with evidence. Rivora designs how it works on your product. | Rivora and Dovetail |
| ChatPRD | ChatPRD helps a PM write faster. Rivora gets the answers from the people who know, keeps them, and has your team check every part. | Rivora and ChatPRD |
How we write these pages
- Every page is dated, and every statement about another product comes from that product's own public pages on that date.
- Every page says plainly when the other product is the better choice.
- Products change quickly. If something here is out of date, tell us and we'll fix it.
Not sure which fits? Bring one real feature to a free 30-minute session.