Overview
Cipstrack detects and highlights newly emerging tokens with viral potential by analyzing social and on-chain signals in near real-time. It is designed to help traders, meme hunters, and researchers spot trends quickly — while reminding users that data insights are not investment advice.
Purpose: provide fast, data-driven visibility into tokens gaining traction across social channels and chains.
Core Concept / Mission
Cipstrack's mission is to surface early signals of token virality to the community. By aggregating engagement metrics and combining them with on-chain activity, Cipstrack produces a transparent "hype value" useful for monitoring trends.
- Target audience: traders, meme hunters, data analysts, and researchers.
- Value: faster discovery of high-engagement tokens and consolidated social + on-chain context.
Data Sources & Architecture
Cipstrack aggregates data from verified APIs and platforms to create a reliable multi-source signal pipeline.
- Fetch — collect public data from integrations such as Birdeye, Dexscreener, Twitter, and additional platforms as we expand.
- Analyze — normalize, deduplicate, and enrich raw metrics (mentions, likes, retweets, on-chain volume, liquidity, etc.).
- Score — compute viral and sentiment-based rankings using composite metrics.
- Output — serve results to the dashboard, charts, and ranking endpoints (and future public API).
Outputs are presented on a user-friendly dashboard with charts and ranking tables to make trend signals actionable.
Viral Score Calculation
The Viral Score is a composite metric derived from social engagement signals and on-chain activity. It is intended to indicate momentum and hype, not fundamental value.
Factors include:
- Trading volume (on-chain)
- Mentions and name-drops (social platforms)
- Likes, retweets, and comments
- Engagement velocity (how fast mentions & interactions grow)
- Cross-chain reach and liquidity signals
We avoid publishing the exact proprietary formula, but the scoring engine uses multi-source normalization to reduce single-source manipulation.
Update Frequency & Performance
Cipstrack refreshes aggregated data every 1 minute, providing near real-time visibility into fast-moving trends. To maintain performance we use caching and queue-based workers to prevent overload on both internal systems and third-party APIs.
User Interaction
Users can interact with Cipstrack via the dashboard and soon via public API endpoints. Key interactions include:
- Search for tokens or chains
- Filter by score, volume, chain, or category
- Viral news feed highlighting tokens with rapid engagement growth
- Rankings and token detail views with combined social + on-chain context
Security, Transparency & The $LCIP Token
Cipstrack is a core feature of the Lancips / $LCIP ecosystem and is powered by the official $LCIP token. While $LCIP supports platform utility, Cipstrack itself operates as an analytical service — not an investment product.
Security Practices
- Verified data sources: Only trusted APIs (Birdeye, Dexscreener, Twitter, etc.) are used to reduce risk from anonymous or manipulated feeds.
- Read-only data flow: Cipstrack performs read-only aggregation of public data and does not execute transactions or access user wallets.
- API gateway protection: Rate limiting, authentication for internal endpoints, and monitoring to prevent abuse and DDoS.
- Data integrity & anti-manipulation: Cross-source validation and signal weighting reduce impact of isolated fake engagement.
- Transparency: Source attribution and update timestamps are shown where possible; $LCIP is not used to alter scoring outcomes.
In summary: Cipstrack focuses on secure, verifiable signals and protects platform availability while making scoring decisions transparent and auditable for users.
Roadmap & Upcoming Features
- AI Trend Prediction — machine learning models to detect early pattern signals across multi-source data.
- Public API — developer-friendly endpoints for integrations and bots.
- Expanded integrations with more analytics and social platforms.
- Alerting & notification system (webhooks, Telegram / Discord integrations).
Contact & Support
For questions, collaborations, or technical support, reach out on Telegram: @lancips_account.