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Sentiment analysis 2026 Rank: #2770

Vibewatch ✓

Community intelligence for web3 teams.

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Blockchain Community Bluesky Brand Monitoring
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Community Analytics Community Intelligence Community Management Sentiment analysis
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Verdict

A quick read before you dig into the full page.

Best if
Community intelligence for web3 teams
Skip if
Limited integration options
Pick this when
Web3 community intelligence

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Overview

Vibewatch is community intelligence for web3 teams. It reads what your community is saying across Discord, Telegram, X, Bluesky, YouTube, Discourse forums, Nostr, Farcaster, Lens, Snapshot, ballot.gg, and GitHub Discussions, and turns it into a weekly report your whole team can act on.

Discord and Telegram coverage comes from a bot your own admin invites into the server or group. That is real membership, so Vibewatch reads the channels where your community actually talks rather than the public view a scraper can reach.

Every message is scored on two axes, sentiment and relevance, so a ticker collision or an off-topic mention does not drag your numbers around. Those scores roll up into a composite sentiment index you can benchmark against the crypto Fear & Greed index or a traditional market index, which is how you tell a product-driven dip from a market-driven one.

Correct a score and Vibewatch derives a scoring rule from the correction instead of fixing that one message. Reports cite real messages by ID, and token prices, stock prices, and governance tallies come from market data rather than chatter. Your community manager previews and approves each report before it goes out by email, Slack, or Notion.

Connect Claude, ChatGPT, or any MCP client to query your own community data. Plans start at $19/mo with a 7-day free trial, no credit card required.
  • In-server Discord Bot (invited By Your Server Admin)
  • In-server Telegram Bot For Group Discussions
  • Twelve Platforms In One Report
  • Dual Scoring: Sentiment And Relevance, 1-10 With Reasoning
  • Composite Sentiment Index Benchmarked Against The Market
  • Weekly Ai Narrative Reports With Citations To Real Messages
  • Report Approval Workflow Before Anything Reaches Your Team
  • Correction-to-rule Learning (corrections Teach The Scoring)
  • Exclusion Keyword Learning (no Boolean Query Tuning)
  • Signal-only Quota: Duplicates, Retweets And Noise Do Not Count
  • Engage Queue: Replyability Triage, Never Auto-replies
  • Snapshot And Ballot.gg Governance Tracking With 24h Vote Movement
  • Media-context Sentiment: Gifs And Stickers Get Scored
  • Token And Stock Price Tracking Alongside Community Sentiment
  • Delivery To Email, Slack, Or Notion
  • Claude, Chatgpt, Or Any Mcp Client Can Query Your Data
Vibewatch website

Access & connections

Where you can use Vibewatch, and what it plugs into.

Platforms

Web Discord Bot

Integrations

X / Twitter Telegram Discord Notion GitHub Slack MCP

Capabilities

What this tool accepts, produces, and is strongest at.

Input

  • API
  • Image
  • Text

Output

  • API
  • Text

Highlights

  • SOTA
  • MCP

Supported features

  • MCP

Models

Text

Claude Opus 4.8 Claude Sonnet 4.6

Coding

Claude Opus 4.8

Pros & cons

Pros

  • Web3 community intelligence
  • Captures sentiment across platforms
  • Discord, Telegram integrations
  • Comprehensive platform view
  • Trends identification and ranking
  • Composite sentiment score
  • Understanding message context
  • Weekly reports generation
Show 39 more
  • Community sentiments insights
  • Token and market contexts
  • Actionable intelligence provision
  • Easy reports accessibility
  • Reports via email, Slack, Notion
  • Market context provision
  • Asset prices insight
  • Fear and greed index
  • Week-over-week trends insights
  • Product-driven versus market-driven vibes differentiation
  • Customization features
  • Integration with other tools
  • Workflow enhancement ability
  • Ad-hoc questioning feature
  • Social media analytics
  • Token analysis features
  • Big data handling
  • Lasting reports
  • Email alerts
  • Community engagement monitoring
  • Community monitoring
  • Sentiment analysis abilities
  • Community sentiment visualization
  • Audience-tagged context
  • Supporting mentions identification
  • MCP access inclusion
  • Data importation abilities
  • Market sentiment index
  • Built-in market context
  • Reports tailored for teams
  • Delivery to various channels
  • Hourly insights provision
  • All-team accessibility
  • Visitor sentiment tracking
  • Platform-specific analysis
  • Founder-focused features
  • Public companies applicability
  • Privacy policy
  • Legal terms clarity

Cons

  • Limited to web3 communities
  • No real-time data
  • No cross-platform trending
  • No sentiment drill down
  • Limited social media integration
  • Weak data visualization
  • Misses non-textual context
  • No user behavior analysis
Show 2 more
  • Limited integration options
  • Reports only weekly

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Releases 1

Initial release August 3, 2026 Current
Initial release of Vibewatch.

FAQ 12

What is Vibewatch?
Vibewatch is an AI-driven tool specifically tailored for web3 teams that offers community intelligence. Its functions span capturing sentiments across multiple platforms, identifying, analyzing, and ranking community trends, and providing an encompassing sentiment score. It also generates weekly reports with community sentiments, token, and market contexts, presenting actionable intelligence to end-users. Further features include market context provision, ad-hoc questioning, customization, and tool integratability.
What platforms does Vibewatch monitor for community sentiment?
Vibewatch monitors community sentiment across various platforms such as Discord, Telegram, X, and other mediums where a community might exist.
How does Vibewatch analyze and rank trends within a community?
Vibewatch analyzes and ranks trends within a community by listening and collecting conversations from the community's home platforms. Using its built-in AI, it identifies, analyzes, and ranks the sentiment trends, providing a composite sentiment score and the context necessary to understand the dynamics involved.
What is a composite sentiment score and how does Vibewatch generate it?
A composite sentiment score is a distilled representation of thousands of messages into a single number. Vibewatch generates this by listening and collecting conversations from various platforms, analyzing and ranking the trends within a community. The score sums up the general mood and comes along with the context to decipher the factors driving it.
What type of reports does Vibewatch provide?
Vibewatch provides weekly reports based on community sentiments, token and market contexts to the end-users. These reports are designed to be accessible to the entire team, with insights on their community sentiment, token analysis, and market trends.
Can I receive Vibewatch reports via email?
Yes, Vibewatch reports can be received via email, aimed at keeping the entire team updated on the community's sentiment and trends.
Can Vibewatch integrate with Slack or Notion?
Yes, Vibewatch can integrate with Slack and Notion. This feature enables the delivery of reports directly to these platforms, thus ensuring seamless information sharing among team members.
How does Vibewatch integrate market context into its monitoring?
Vibewatch integrates market context into its monitoring by providing asset prices, a fear and greed index, and week-over-week trends along with community sentiment. This context lets you know whether the prevailing vibe is driven by the product or by the market.
How does Vibewatch distinguish between product-driven and market-driven vibes?
Vibewatch distinguishes between product-driven and market-driven vibes by providing a market context which includes asset prices, a fear and greed index, and week-over-week trends, alongside the community sentiment. This holistic view allows Vibewatch to differentiate whether the sentiment is influenced by the product's performance or broader market conditions.
What customization options does Vibewatch offer?
Vibewatch offers customization options that enhance current workflows. These include ad-hoc questioning and integration abilities with other tools, allowing for a more tailored and efficient experience.
Can Vibewatch integrate with other AI tools?
Yes, Vibewatch can integrate with other AI tools. This ability to connect with other tools, such as Claude or ChatGPT, allows for an enriched workflow and utility.
Is there a free trial available for Vibewatch?
Yes, there is a free 7-day trial available for Vibewatch. During this trial, users can explore all features of the tool.
Vibewatch Trial; then from $19.00/mo
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