💡 Click here to access the latest app for exploring over 500 grantees in GG20.
Discover More, Decide Better with GrantsScope
At GrantsScope, we’re pioneering the intersection of data science and AI to empower donors in the web3 public goods funding (PGF). Our mission? To revolutionize how donors identify and support grantees during PGF rounds.
The Challenge: In large PGF rounds, where hundreds of grantees vie for attention, the brightest spotlight often falls on those with the strongest marketing. This imbalance creates a cycle where deserving projects may go unnoticed, leading to an uneven distribution of resources and opportunities.
The Impact: This disparity not only places additional burdens on grantees to amplify their visibility but also diverts their focus from creating meaningful impact. As a result, the true potential of PGF is left untapped, and innovation in public goods is stifled.
Our Solution: GrantsScope
We believe in leveling the playing field. GrantsScope harnesses the power of data analytics, machine learning, and advanced Large Language Models (LLMs) to enhance project visibility and democratize access to funding. Our experiments are designed to:
- Provide personalized recommendations, helping donors navigate the complexity of PGF rounds with ease.
- Offer self-discovery tools that empower donors to explore and connect with projects that resonate with their values.
- Reduce information asymmetry, ensuring donors have a comprehensive understanding of the PGF landscape.
Below are a range of applications tailored for donors participating in Gitcoin Grant rounds.
🧭 are apps deployed for donors for improved decision making
🔍 are data discovery side quests for features in future releases
🧭 Gitcoin Grants Round 20 (GG20)
April 2024
Grantee discovery tool through conversational experience to explore 500+ grantees in GG20 participating in 4 OSS and 5 community rounds.
🧭 Gitcoin Citizens Retro Round #3
April 2024
One-click personalized grantee recommendations to re-discover the grantees you’ve supported in the past, explore grantees backed by the community who also champion your favorite projects, and uncover similar but previously unknown grantees
🧭 Climate Coordination Network Impact
March 2024
From its inception as a Gitcoin Round in late 2021 to its evolution as Climate Coordination Network, over 400 grassroots climate projects have found the support they need to flourish in the climate round.
🧭 GreenPill Network x Octant Community Round
March 2024
Tool to guide your exploration of projects in a community round by picking a project that sparks your curiosity, discovering similar and distinct projects, and diving into a visual overview of the solution space using clustering.
🔍 PoCs for Grantee Recommendations Engine
January 2024
Sample output and code for personalized recommendations by tapping into historical donation data and for driving interactive visualization to discover similar projects based on clustering.
🔍 PGF – Deep Fields (Code-Created Art)
January 2024
The NFT visually represents public goods funding with each honeycomb bin symbolizing a project that earned more than $10 in donations in 2023. The art uses a logarithmic scale for brightness to highlight even lesser-known projects, symbolizing their potential to become significant over time.
🔍 2023 Wrapped with Personalized Grantee Recommendations for Gitcoin Donors
December 2023
With an aim to integrate analytics on past donor decisions into GrantsScope in the near future, this app offers an overview of the 2023 footprint to Gitcoin donors. In addition, it leverages decisions made by cluster of similar voters to offer 2024 grantee recommendations to donors. Read full description here.
🧭 GG19 – Program Rounds and Climate Solutions Round
🧭 Gitcoin Citizens Round #2
October 2023
For Gitcoin Citizens Round #2, you can use the app to explore who is working on innovative technical ideas or who is pushing the needle on governance or understand a particular project’s objective!
🧭 Gitcoin Grants #18: Climate Round
August 2023
A ChatGPT-like experience (with conversational memory) to explore 80+ grantees in the climate round of GG18, with new feature for capturing user feedback. The app can be used to write a Twitter thread for your project, interact in language of your choice, seek clarification for a grantee’s work, and explore projects by topics of your interest.
🧭 Gitcoin Citizens Round #1: Retroactive funding
June 2023
Focused on the grantees in the inaugural Gitcoin Citizens Round, you can use the app to inquire about the round, a grantee’s impact, or search for projects on a topic you care about.
GrantsScope 
