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Starklytics

A starknet Data querying platform for project managers and data analysts to come, analyse, create and win bounties to help push the Ecosystem

Videos

Description

Starklytics Overview

What it is
Starklytics is a Starknet analytics platform that transforms blockchain data into actionable insights through querying, dashboards, and bounty-driven research. It enables teams to track KPIs, analysts to monetize their work, and investors to make data-backed decisions.


For Project Managers

Project managers use Starklytics to deliver clear, on-time dashboards that align stakeholders. Common applications include tracking protocol launch KPIs, measuring incentive program effectiveness, and running post-mortems on incidents. With templates and real-time updates, PMs reduce time-to-dashboard and ensure decisions are grounded in live data.


For Analysts

Analysts benefit from an environment built for speed and rigor. They can explore Starknet schemas, run SQL queries, build visualizations, and publish dashboards for bounties or research. Typical use cases include fraud detection during campaigns, protocol deep dives, grant impact evaluation, and competitive benchmarking (e.g., Ekubo vs. Uniswap v4). Analysts get paid for accepted submissions, with reproducible work archived for reuse.


For Investors

Investors use Starklytics for diligence, monitoring, and thematic analysis. The platform helps distinguish organic growth from incentivized activity, track treasury health, and identify early trends across protocols. It enables standardized dashboards for comparing opportunities, continuous monitoring of portfolio projects, and risk oversight around token unlocks or liquidity cliffs—cutting diligence cycles while improving confidence in capital allocation.

🚀 Features

  • Advanced SQL Query Editor with schema explorer and real-time execution

  • Data Visualization with multiple chart types (table, chart, counter, pivot)

  • Dashboard Builder with drag-and-drop interface and responsive layouts

  • Bounty Management System for Starknet analytics tasks

  • Real-time Updates with WebSocket integration

  • Starknet Wallet Integration (Argent X, Braavos)

  • Dark/Light Mode support with theme switching

  • Role-based Access Control with admin, analyst, and user roles

  • Auto swapper integrated for payment

  • Fundable to be integrated for future disbursement of funds.

Progress During Hackathon

6/10

Tech Stack

React
Next
Web3
Node

Fundraising Status

Starklytics will approach fundraising by positioning itself as the Starknet-native equivalent of Dune, combining powerful query and dashboard capabilities with a built-in bounty marketplace that mirrors the growth strategy of platforms like Dune and Gitcoin. Just as Dune scaled by enabling community analysts to generate insights and drive protocol adoption, Starklytics leverages bounties to incentivize research, onboard new analysts, and create viral, protocol-focused dashboards. This dual approach; data transparency + incentivized contribution, provides investors a proven model of community-led growth, while ensuring that Starklytics captures both the analytics and rewards layer of Starknet’s ecosystem.