A Content Discovery Engine (public layer)

The Public Layer is our free, accessible dashboard designed to give you instant visibility into the highest-performing tweets across your industry or interests. Whether you’re tracking DeFi, crypto, macroeconomics, stocks, M2, whale signals or any other financial vertical, this layer acts as your real-time pulse on what’s resonating most on X. These include:

Scalr Cosmos Visualization

Explore a dynamic cluster map where influential X accounts are represented as “planets.” The size of each planet reflects the engagement their top tweets have received, while clusters group accounts and tweets by thematic relevance to your interests. This interactive view helps you quickly identify market leaders and trending conversations.

Instant Narrative Summaries

Dive deeper with one-click AI-generated summaries that distill the dominant market narratives from your chosen cluster. Scalr processes thousands of data points to present clear, concise insights, saving you hours of manual research and giving you that competitive edge.

Content Inspiration & Rewriting

Locate top-performing tweets and use them as inspiration. Rewrite summaries or tweets in your own voice, or adopt the style of successful accounts in your niche, all powered by AI to maintain authenticity and maximize engagement potential.

Real-Time Trending Hashtag & Topic Tracking

Automatically surface the most popular hashtags and topics within the user’s selected industry cluster. This helps users quickly spot emerging conversations and align their content with what’s gaining momentum.

Sentiment Analysis Overlay

Provide sentiment scores (positive, neutral, negative) for each cluster or individual tweet to help users gauge market mood and tailor messaging accordingly.

Influencer & Micro-Influencer Identification

Highlight key opinion leaders and rising influencers within clusters based on engagement velocity and follower growth, enabling users to discover partnership or networking opportunities.

Custom Alerts & Notifications

Users can set alerts for spikes in engagement, trending topics, or influential tweets within their cluster, so they never miss critical market shifts.

How our Content Discovery Engine can help you:

Scalr’s Public Dashboard provides a real-time intelligence layer that enables users to reverse-engineer engagement on X within their specific industry. By clustering high-performing tweets and accounts based on thematic similarity and engagement weight, users can analyze content structures, sentiment, and distribution patterns across a large dataset without manual sorting.

Summarization and rewriting tools allow users to generate relevant, context-aware posts that reflect current discourse and perform well algorithmically. Trending topic detection, sentiment overlays, and influencer identification further reduce time-to-signal, allowing users to align their posting strategy with current momentum in the feed.

In short, Scalr’s public dashboard helps users understand what’s working on X in their industry, which accounts are driving attention, what topics are gaining traction, and how sentiment is shifting. By summarizing patterns across thousands of tweets, Scalr makes it easier to publish relevant, high-performing content. This gives users a faster, more informed way to participate in the conversation and grow their account with fewer wasted posts.

Monetizing the Public Layer:

While Scalr’s Public Layer is free and open to all, it plays a key strategic role in driving top-of-funnel traffic and user acquisition. Over time, as engagement and usage scale, we plan to introduce a non-intrusive advertising model directly within the Public Dashboard.

By surfacing sponsored content, promoted tweets, or partner campaigns contextually within relevant clusters, we create a monetization path that aligns with user intent and platform flow, without compromising experience. This allows us to generate recurring revenue from the same public data layer that powers discovery and engagement, turning our freemium product into a profitable, scalable business model.