Software Alternatives, Accelerators & Startups

utterances VS ReactLive

Compare utterances VS ReactLive and see what are their differences

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utterances logo utterances

A lightweight comments widget built on GitHub issues.

ReactLive logo ReactLive

Smarter, smoother live events. ReactLive auto-answers repeat questions from the speaker's transcript, tracks audience sentiment minute-by-minute, drafts polls in the moment, and writes the post-event recap โ€” so your team focuses on the conversation
  • utterances Landing page
    Landing page //
    2022-03-30
  • ReactLive Dashboard
    Dashboard //
    2026-08-20
  • ReactLive Agents
    Agents //
    2026-08-20
  • ReactLive Audience View - Question
    Audience View - Question //
    2026-08-20
  • ReactLive Audience View - Authentication
    Audience View - Authentication //
    2026-08-20
  • ReactLive Audience View - Question List
    Audience View - Question List //
    2026-08-20

ReactLive โ€” The AI Event Co-Pilot

ReactLive is an AI audience engagement platform for live, in-person, and hybrid events. Think of it as the AI meeting copilot you know for video calls โ€” but built for the room. Where tools like Read.ai join your Zoom or Teams call, ReactLive runs your town hall, conference, all-hands, classroom, or podcast AMA, turning everything said on stage into instant, cited answers and a summary every attendee walks away with.

At its core is the Auto-Answer Loop. ReactLive captures your speaker and documents as structured, timestamped context, matches each audience question against it in under a second, and drafts a grounded answer โ€” cited to the source, in your own voice. Questions that clear your confidence threshold are answered automatically; anything ambiguous is queued for a moderator, ranked by relevance, not upvotes. So the quiet majority finally gets answered, repeats resolve instantly, and nobody leaves with a "we'll follow up" that never comes.

ReactLive also runs the room with you: it tracks audience sentiment in real time, drafts polls for one-click approval, and pushes timely announcements. When the event ends, everyone gets a recap โ€” summary, answered questions, insights, and a searchable transcript.

Setup takes under 90 seconds, no sales call. Your audience joins from any device via QR code or link โ€” no app, no account. Embed it anywhere with one snippet, or call it from Claude, Cursor, or your agents via the MCP connector.

Key features: - Real-time AI answers cited to your live transcript and documents - Live Q&A with intelligent, relevance-based moderation - Real-time sentiment tracking across questions and polls - AI-drafted polls and announcements with one-click approval - Post-event summary, insights, and searchable transcript for all - Answers in your own voice and rules, from a single config file - QR-first participation โ€” no app or account for your audience - A free tier with usage-based pricing, no per-seat traps

ReactLive

$ Details
freemium
Release Date
2026 September
Startup details
Country
Ireland
State
Cork
City
Cork
Founder(s)
Alan Sunley, Ian Huang, Ioan Stanciu, Shane O'Leary, John Dineen
Employees
1 - 9

utterances features and specs

  • GitHub Authentication
    Utterances uses GitHub issues for comments, meaning users authenticate via GitHub. This can reduce spam and ensures that commenters have a verified identity.
  • Lightweight and Fast
    Utterances is designed to be lightweight and load quickly, benefiting site performance and user experience.
  • Markdown Support
    Since it leverages GitHub issues, users can write comments in Markdown, which many developers and technical users appreciate.
  • GitHub Integration
    Comments are managed through GitHub issues, making them easy to track, moderate, and integrate into your development workflow.
  • Open Source
    Utterances is open source, allowing developers to review the code, contribute, and customize it to their needs.

Possible disadvantages of utterances

  • Dependency on GitHub
    Comments are entirely reliant on GitHub's infrastructure, which means any downtime or issues with GitHub services can affect the commenting system.
  • Limited to GitHub Users
    Only users with GitHub accounts can comment, which may exclude or discourage participation from users who are not developers or familiar with GitHub.
  • No Anonymity
    Because commenting requires a GitHub account, users cannot comment anonymously, which might be a drawback for some communities.
  • Moderation Complexity
    Moderating comments requires managing GitHub issues, which can be cumbersome compared to dedicated comment moderation tools.
  • Feature Limitations
    Utterances is relatively simple and lacks advanced features found in other commenting systems, like rich media support, voting, or detailed analytics.

ReactLive features and specs

  • Townhall
    Real-time AI answers cited to your live transcript and documents
  • Live Q&A
    Live Q&A with intelligent, relevance-based moderation
  • Podcast AMA
    Questions grouped so that you know which ones should get priority
  • Audience Insights
    Real-time sentiment tracking across questions and polls
  • Polling Feature
    AI-drafted polls and announcements with one-click approval
  • Audience Engagement
    QR-first participation โ€” no app or account for your audience
  • Auto-Answer Loop
    As questions are answered on stage / call, the answers are transcribed, posted and the questioners are notified automatically

Analysis of utterances

Overall verdict

  • Utterances is generally considered a good option for integrating a commenting system.

Why this product is good

  • It is lightweight and doesn't add significant loading time to web pages.
  • Utterances uses GitHub issues to store comments, which integrates well for projects already using GitHub for version control.
  • Installation is straightforward, making it easy to implement on static sites, particularly those generated with Jekyll or Hugo.
  • The comments are stored on GitHub's infrastructure, which is reliable and robust.

Recommended for

  • Developers and bloggers already using GitHub for project hosting.
  • Technical blogs and sites generated with static site generators like Jekyll or Hugo.
  • Users who prefer a minimalistic and efficient commenting system over more feature-rich alternatives.
  • Those looking for an open-source, privacy-friendly commenting solution.

utterances videos

SEMANTICS-7: Utterances, Sentences & Propositions

ReactLive videos

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Category Popularity

0-100% (relative to utterances and ReactLive)
Social Networks
100 100%
0% 0
Interactive Q&A
0 0%
100% 100
Project Management
100 100%
0% 0
Live Chat
0 0%
100% 100

Questions & Answers

As answered by people managing utterances and ReactLive.

What makes your product unique?

ReactLive's answer:

ReactLive doesn't just collect questions or transcribe a room โ€” it answers, in real time, grounded in what was actually said.

The key differentiators:

It owns a venue nobody else does. Meeting copilots (Read.ai, Otter) only work inside video calls โ€” they go blind the moment you're on a stage or in a room. Q&A tools (Slido, Mentimeter, Pigeonhole) work in the room but are just question-collection boxes. ReactLive is the only one that brings a true AI copilot to live, in-person, and hybrid events.

The Auto-Answer Loop. It captures your live speaker and documents as cited, timestamped context and answers audience questions against it in under a second โ€” automatically resolving the repeats and the quiet-majority long tail that a human moderator never gets to. Everyone else makes the audience wait on a moderator; ReactLive answers most of them before the moderator even looks.

Answers in your voice, on your rules. A single config file (SOUL.md) defines tone, red lines, and escalation โ€” so the AI speaks as you, with a human able to override anything. It's grounded and cited, not a black box.

It closes the loop after the event. Every attendee leaves with a summary, the full answered queue, insights, and a searchable transcript โ€” the knowledge doesn't walk out with the room.

Radically low friction. Under 90 seconds to your first event, QR-first for the audience (no app, no account), one-line embed anywhere, plus an MCP connector so agents like Claude or Cursor can call it โ€” with a genuinely free tier and usage-based pricing instead of per-seat enterprise contracts.

Why should a person choose your product over its competitors?

ReactLive's answer:

ReactLive beats different competitors for different reasons. Here's how we see it:

vs. Slido, Mentimeter, Pigeonhole (the Q&A/polling tools). These collect questions and let a moderator pick a few; everyone else is ignored. ReactLive answers โ€” automatically, in under a second, cited to what the speaker actually said. Choose ReactLive if you're tired of the quiet 80% never being heard, repeat questions clogging the queue, and a "we'll follow up" that never happens. Same live-event job, but the AI does the heavy lifting instead of a scrambling moderator.

vs. Read.ai, Otter, Fireflies (the meeting copilots). These only work inside a Zoom/Teams/Meet call โ€” they can't see a stage or a live audience. If your event happens in a room or hybrid, they simply don't work. ReactLive is the only copilot built for the physical and hybrid room. (They're complementary, not competitive: use Read.ai for your calls, ReactLive for your events.)

vs. doing it manually / a human moderator. ReactLive runs four jobs in parallel that no single person can โ€” answering the long tail, reading sentiment in real time, drafting timely polls, and pushing announcements โ€” while your team stays in the actual conversation.

The reasons that tip a decision:

  • It answers, not just collects โ€” the Auto-Answer Loop resolves most questions live, grounded and cited.
  • In your voice, on your rules โ€” a single config file controls tone and red lines; a human can override anything. It's not a black box.
  • Everyone leaves with the knowledge โ€” automatic summary, answered queue, insights, and searchable transcript sent to the whole audience.
  • Nearly zero friction โ€” under 90 seconds to launch, QR-first for the audience (no app, no account), one-line embed, plus an MCP connector for AI agents.
  • Priced for reality โ€” a genuinely free tier and self-serve, usage-based pricing, not per-seat "contact sales" contracts.

One-sentence version: Choose ReactLive because it's the only tool that actually runs your live event with you โ€” answering your audience in real time from cited context, in your voice โ€” where Q&A widgets only collect questions and meeting copilots can't see the room at all.

How would you describe the primary audience of your product?

ReactLive's answer:

Event hosts and organizers โ€” comms and internal-communications teams, event and community managers, conference and webinar producers, educators, and creators/podcasters โ€” anyone who runs live, in-person, or hybrid events (town halls, all-hands, conferences, AMAs, webinars, classrooms) and wants their audience's questions answered in real time.

What's the story behind your product?

ReactLive's answer:

While the platform itself is our newest AI-native release, our team spent years building and powering the audience engagement engines behind some of the world's most demanding live environmentsโ€”including all Microsoft High-Priority events (Build, Ignite), CES, and the United Nations. Crucially for a major newsroom, our team also delivered the core live blogging and Q&A infrastructure that The Washington Post still relies on to power their weekly reader threads.

We built ReactLive as the next logical evolution of that work, specifically designed to solve the heavy moderation burden of hybrid media panels:The Auto-Answer Loop: ReactLive tracks your live panel audio in real time, automatically drafting cited answers to repetitive background questions in the chat, filtering out noise so your moderators can focus on prime audience queries. Newsroom-Grade Control (SOUL.md): Guard and enforce the exact editorial standards, tone constraints, and red lines via a version-controlled markdown file that dictates AI behaviour.

Zero Friction for Attendees: No app downloads or account logins. Online stream viewers and physical front-row ticket holders scan a single QR code to enter the interactive space in three seconds.

User comments

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Social recommendations and mentions

Based on our record, utterances seems to be more popular. It has been mentiond 53 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

utterances mentions (53)

  • Adding Giscus Comments to Next.js Blog Pages
    Utterances: **The primary inspiration for giscus. It uses **GitHub Issues instead of Discussions to store comments. It is extremely lightweight but does not support threaded replies as natively as giscus. - Source: dev.to / 6 months ago
  • [TIL][Jekyll] Replacing Disqus with utterances for GitHub issue comments
    Title: [TIL][Jekyll] Removing Disqus and switching to utteranc to use github issue as article comments Published: false Date: 2021-05-14 00:00:00 UTC Tags: Canonical_url: http://www.evanlin.com/jekyll-remove-disqus/ --- ![](http://www.evanlin.com/images/2021/github_comment.jpg) ## Preface: ![](https://jekyllrb.com/img/jekyll-og.png) The escalation of the pandemic disrupted the original travel plans, but... - Source: dev.to / over 5 years ago
  • Add Utterances Comment System in Next.js App in App Router
    'use client'; Import { useEffect, useRef } from 'react'; Const Comments = ({ issueTerm }) => { const commentsSection = useRef(null); useEffect(() => { const script = document.createElement('script'); script.src = 'https://utteranc.es/client.js'; script.async = true; script.crossOrigin = 'anonymous'; script.setAttribute('repo', 'shade-cool/article'); script.setAttribute('issue-term',... - Source: dev.to / about 2 years ago
  • Converting BlogCFC blog to Eleventy
    Handling New Comments: There are excellent lightweight comment utilities available for managing comments on your eleventy blog. I personally use Utterances, but Giscus is also a great alternative. - Source: dev.to / over 2 years ago
  • Unleash Your Dev Blog: Write More with GitHub Issues as Your CMS
    We can use utteranc.es, a lightweight comment widget built on GitHub Issues to integrate authed comments in our blog. - Source: dev.to / over 2 years ago
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ReactLive mentions (0)

We have not tracked any mentions of ReactLive yet. Tracking of ReactLive recommendations started around Aug 2026.

What are some alternatives?

When comparing utterances and ReactLive, you can also consider the following products

DISQUS - Disqus is a global comment system that improves discussion on websites and connects conversations across the web.

Sli.do - Slido is the ultimate Q&A and polling platform for live and virtual meetings and events. It offers interactive Q&A, live polls and insights about your audience.

giscus - A comments system powered by GitHub Discussions. Let visitors leave comments and reactions on your website via GitHub!

Mentimeter - a web-based polling tool for workshops, conferences & events

Cusdis - Open-source, lightweight comment system for your website

Pubble - Pubble is a real-time audience engagement platform for media and events: moderated live Q&A, live blogs, polls and match centers, embedded on your own site.