🚀 Organize hackathons with automated scoring & project insights.
AI Judge & Dealflow Engine · Web3 Hackathons

Turn hackathon
projects into
investable, ranked
insights.

HackSight helps organizers, DAOs, and VCs rapidly review code, teams, and traction. Run AI-powered judging, shortlist winners, and discover the next breakout founders in minutes — not weeks.

Used across Celo Africa DAO, Web3Clubs, ETHNile, ICP hackathons and more.

12,847Projects evaluated
94,320AI judgments run
8,201Reputation scores
3,490Builders tracked
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How it works

From raw repo to investable signal.

Four stages that turn a GitHub link into a structured, AI-scored intelligence report.

01

Ingest projects

Submit GitHub repos, pitch decks, and on-chain data. HackSight extracts code quality, team history, traction signals, and tokenomics automatically.

GitHubPitch deckOn-chain
02

AI agents analyze in parallel

Quant, Sentiment, Fundamental, and Trader Behavior agents run simultaneously. Each produces weighted scores against your rubric.

Quant agentSentiment agentFundamental agent
03

Ranked insights delivered

Get a full AI judgment: SWOT-style feedback, investor questions, risk scores, improvement suggestions, and a ranked leaderboard.

AI judgmentRisk scoresLeaderboard
04

Reputation accumulates

Scores persist across events. Founders build a longitudinal reputation graph — organizers and VCs can track who consistently ships.

Reputation graphFounder historyVC signals
Who it's for

Different role. Same intelligence layer.

BUILDER

Ship, compete, and track your reputation.

01

Submit your project

Push a GitHub repo, upload a pitch deck, or paste an on-chain address. HackSight ingests everything automatically.

02

AI scores your work

Code quality, market fit, traction signals, and pitch clarity — all scored against the hackathon rubric in seconds.

03

See where you stand

Live leaderboard position, judge feedback, improvement suggestions, and an AI-generated elevator pitch.

04

Build your reputation

Scores accumulate across events. Your longitudinal reputation score makes you visible to VCs, DAOs, and future organizers.

Live signal

Active
Code quality82%
Market fit67%
Traction54%
Pitch clarity91%

Your role shapes your workspace. You can switch anytime in Settings — reputation data persists regardless.

Trusted ecosystems

Used across real communities.

HackSight is deployed in production hackathons across Africa and beyond — not just a demo tool.

9+Ecosystems
40+Hackathons run
500+Projects judged
Celo Africa DAO logo
Web3Clubs logo
ETHNile logo
ICP logo
Celo logo
Base logo
Uniswap logo
Devfolio logo
OpenAI logo

Celo Africa DAO · Web3Clubs · ETHNile · ICP · and growing

Ecosystem coverage

Evaluate projects built on any major chain.

HackSight ingests on-chain data, repo activity, and protocol integrations across every major EVM ecosystem.

01 · Chains
On-chain intelligence
Ethereum logo

Ethereum

2,100+ projects

Base logo

Base

1,840+ projects

Celo logo

Celo

980+ projects

Polygon logo

Polygon

760+ projects

Arbitrum logo

Arbitrum

540+ projects

Optimism logo

Optimism

430+ projects

02 · DeFi protocols
Uniswap logo

Uniswap

DEX / AMM
Aave logo

Aave

Lending
Curve logo

Curve

Stableswap

Projects integrating DeFi protocols are analyzed for composability depth, dependency risk, and protocol-specific traction signals.

03 · What gets analyzed
01

On-chain activity

Tx volume, wallet growth, contract interactions

02

Token distribution

Vesting schedules, team allocations, unlock risk

03

Protocol integrations

DeFi composability depth, dependency risk

04

Cross-chain signals

Bridge usage, multi-chain traction spread

Chain coverage expands as new ecosystems launch hackathons.Solana, Starknet, and ICP support in beta.