Paste a project. Get a judge memo.

ProofRank

Review a public repo against the active hackathon rubric, then decide what evidence is still missing.

Active profile AI Factory · Bright Data sponsor rubric

Application of Technology, Presentation, Business Value, and Originality. Change the event page in Readiness to load another rubric.

Paste any public GitHub repo to run a review. No login needed.

Review engine Paste a repo. See the memo.

Public review checks the repo and demo. Bright Data adds live-web evidence when a sponsor needs more proof.

Intake repo and demo
Evidence public signals
Rubric event criteria
Memo next action

GitHub repository Public GitHub repo only. No secrets. Demo URL (optional) Optional, but stronger than repo-only evidence.

Public review fetches GitHub/demo evidence. Bright Data is the sponsor-grade upgrade.

Review helpers samples, outputs, Bright Data run

No logintest any public repo
No secretspublic checks only
Clear handoffmemo after evidence

Guided review path paste → check → evidence → memo

1 Paste links Repo and optional demo.
2 Public check Fetch safe repo and demo signals.
3 Bright Data Add source, search, and discovery evidence.
4 Export memo Shareable sponsor review.

Anyone can use steps 1-2. Reviewer access unlocks the Bright Data evidence run.

Try a sample

What you get A plain review memo, not a score wall.

Advanced evidence options drafts, samples, Bright Data run

1 Paste GitHub

2 Add demo

3 Share memo

ProofRank sample receipt scrape_as_markdown, search_engine, and discover are attached to the sample review.

Advanced review lens

Public test room No login needed for public checks

Send the room link so another builder can paste their own repo and demo.

Save draftLinks only Public reviewrepo + demo check ProofRank sample resultfinished review

Draft vs public review

Draft review only checks links. Public review fetches public GitHub and demo evidence. A Bright Data evidence run adds source, search, and discovery later.

Can someone else test it?

Yes. Use Share blank test room for a public workspace, or Copy draft link after entering a repo to preload that project.

No project reviewed yet Paste links to start Run a public review first. Replay the ProofRank sample only if you want to inspect a finished review.

Current selection ProofRank

What to fix next

Run a deeper review

Use public collection, reviewer-access Bright Data runs, and the active event profile.

Review mode

Public review fetches public evidence without secrets. The Bright Data evidence run uses a server-side backend so API keys stay out of the browser.

GitHub repository Deployed app

Optional labels

Project Team

Draft works without credentials. Public review fetches public evidence. The Bright Data evidence run adds server-side source, search, and discovery checks.

Event collection

Profile AI Factory

Mode Draft review

Event URL AI Factory loads a known rubric. Other URLs use a generic hackathon profile unless collected support is added.

Advanced: live review server

Review API URL

Load event HTML

Presentation check Find pitch claims that need evidence. Optional

Demo transcript or pitch notes

Browser-safe text analysis only. Speechmatics transcription belongs in reviewer-access mode.

Run this after your core Bright Data evidence path is clear.

Readiness checklist

Hackathon ops map Open only when you need the event profile, lifecycle, or reusable judging workflow. Profile · builder · judge · sponsor

Hackathon profile AI Factory: Best Agentic Use of Bright Data

Default profile loaded. Paste another event URL in Readiness to review projects against a different rubric.

Current field room Built for more than one event.

Share the app, let another builder paste links, then compare that review against the active hackathon profile.

Two-sided workflow Builders improve. Judges verify.

Use the same evidence record before submission, during judging, and after winner selection.

Builder mode

Paste a public GitHub repo and optional demo URL to find missing artifacts, unclear claims, and sponsor-proof gaps.

Judge mode

Use the queue, rubric memo, evidence receipt, and readout to review a field faster and more consistently.

Sponsor mode

Bright Data adds source, search, discovery, and replayable evidence so a prize choice can be defended.

Hackathon lifecycle From rules to winner dossier.

ProofRank is designed to sit beside the whole competition pipeline, not just one submission page.

Profile Set the event profile

Use the AI Factory rubric or a generic fallback for artifacts, criteria, and sponsor lanes.

Builder Find gaps early

Check repo, demo, pitch, required tech, and submission readiness before deadline.

Judge Triage the field

Rank evidence-backed projects and separate broken links from entries with sponsor evidence.

Sponsor Defend prize choices

Show how Bright Data changed the decision with traceable source/search/discovery.

ProofRank

What to fix next

Ranked projects

Category map

ProofRank

What to fix next

Ranked projects

Evidence checklist

Category map