Delibora
by Andreas SchärerRun structured multi-agent AI discussions to stress-test ideas and messages
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About
Overview
Delibora is a multi-agent AI discussion platform for teams and researchers who need structured critique, debate, and audience simulation. It stages conversations between multiple AI participants with separate briefs and a persistent record of each turn.
Users pick formats such as judged debates, expert panels, focus groups, shark tank panels, idea tournaments and chained workflows. Each participant gets an individual brief, a protocol enforces one speaker per turn, turns are persisted, and results produce transcripts, scorecards, verdicts or workflow reports depending on the format.
The platform surfaces inspectable transcripts and actionable artefacts so teams can see how conclusions were reached, compare perspectives, and carry one result into the next step for clearer decision making and message testing.
LaunchIt data
Delibora on LaunchIt
Delibora launched on LaunchIt on November 13, 2026, in AI and Machine Learning. Since launch it has collected 4 upvotes and 52 page views.
- Launched
- Nov 13, 2026
- In category
- #1of 51 in AI and Machine Learning
- Upvotes
- 4
- Page views
- 52
- Saves
- 3
- Rating
- None yetBe the first
Live numbers from LaunchIt. Ranks count upvotes, then page views.
LaunchIt data
Delibora's launch week
22 products launched on LaunchIt between November 9 and November 15, 2026. The top 12 are shown.
Ranked by
Page views since launch
DeliboraDelibora launched on LaunchIt on November 13, 2026, one of 22 products launched that week. With 52 page views since launch, it has the 21th most of its launch week.
Page views recorded by LaunchIt.
At a glance
Delibora in a Nutshell
Who is it for?
Teams and researchers who need structured critique, debate, and audience simulation to test ideas and messages.
Problem
In complex discussions, it’s hard to organize multiple AI perspectives, track each turn, and derive clear, comparable insights. Teams lack a persistent record of debates and actionable artefacts to carry into decision-making or messaging testing.
Solution
Delibora runs structured multi-agent AI discussions with separate briefs and a one-turn-per-speaker protocol, producing persistent transcripts andOutcome reports. It supports formats like judged debates, expert panels, focus groups, and idea tournaments to deliver transcripts, scorecards, verdicts, and workflow reports for clear decision making.
What makes it unique
Unlike generic chat tools, Delibora enforces disciplined, format-specific debates with individual briefs and persistent turn-level records. It surfaces inspectable transcripts and actionable artefacts, enabling direct comparison of perspectives and seamless handoff of results to subsequent steps.
In practice
Use Cases
Run judged debates for messaging tests
Assemble expert panels for critique
Simulate focus groups with AI participants
Support idea tournaments and scoring
Chained workflows from debate to decision
Generate transcripts and verdicts for reviews
Pricing
Delibora pricing
Is Delibora free? Delibora is a paid product.
Pricing listed by the Delibora team. Check the Delibora website for current prices.
Alternatives
Delibora alternatives
6The closest alternatives to Delibora on LaunchIt are Quorum, NexusAi and Noah AI, followed by Engramic, GanttGenAI and TeamShotsPro. They do a similar job in AI and Machine Learning, and they are ranked by upvotes from the LaunchIt community. Compare pricing, ratings and launch dates below.
| Product | Pricing | Rating | Upvotes | Launched | |
|---|---|---|---|---|---|
| DeliboraThis product | Paid | No reviews | 4 | Nov 13, 2026 | |
 Quorum | Not listed | No reviews | 0 | Nov 1, 2026 | |
 NexusAi | Not listed | No reviews | 0 | Sep 16, 2026 | |
| NNoah AI | Freemium · From $12.40/mo | No reviews | 0 | Dec 30, 2025 | |
 Engramic | Freemium · From $13/mo | No reviews | 0 | Nov 3, 2026 | |
 GanttGenAI | Not listed | No reviews | 0 | Feb 25, 2026 | |
 TeamShotsPro | Not listed | No reviews | 3 | Mar 19, 2026 | Compare |
Good to know
Frequently Asked Questions
Behind the product
Meet the Maker
Maker of Delibora · On LaunchIt since 2026
I built Delibora because I couldn't find a tool that let AI agents discuss and challenge ideas the way I wanted with any model i wanted. Setting up those agents was a pain, and I wanted to make the whole experience easier to use. I also wanted to take on something ambitious and technically difficult, so I turned the tool I wished existed into a product I could be proud of and other people could use.
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More in AI and Machine Learning
Hey everyone! I'm the maker of Delibora, and I'm excited to share it with you. Delibora lets you put an idea, pitch or decision in front of AI participants with different perspectives. They work through a structured discussion, and you can inspect the transcript and the resulting report. You can pair any models from the big companys with custom settings togheter. A good place to start is a startup pitch: bring your brief, see which assumptions the panel challenges, and use those objections to prepare your next revision or customer conversation. The participants are simulated, so their agreement isn't proof that an idea will work. What would you put in front of the panel first: a startup pitch, a product decision, or a message you're unsure about? If you try it, I'd love to hear which objection was useful and where the discussion missed the point. Happy to answer questions about how it works. You can explore Delibora and its paid plans at https://www.delibora.com