Real ChatGPT answer · index seedLR1knfi9tSwcompleteCareers and HR · professional networkinginformational
What kind of projects usually win local weekend hackathons, and where can I find current examples of winning submissions from student competitions held this year?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What kind of projects usually win local weekend hackathons, and where can I find current examples of winning submissions from student competitions held this year?
4 real searches · 1 real-search pass
2026 student hackathon winners winning projects submissions university hackathon 2026 TreeHacks HackIllinois PennAppsGoogle ↗
OBSERVEDReason
2026 student competition hackathon winning projects Devpost 2026 university studentsGoogle ↗
OBSERVEDReason
2026 student hackathon winners winning projects submissions Devpost university hackathonGoogle ↗
OBSERVEDConsequence
2026 high school college hackathon winning projects winners project showcase GitHubGoogle ↗
OBSERVEDConsequence
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2026 student hackathon winners winning projects submissions university hackathon 2026 TreeHacks HackIllinois PennApps Google ↗
2026 student competition hackathon winning projects Devpost 2026 university students Google ↗
2026 student hackathon winners winning projects submissions Devpost university hackathon Google ↗
2026 high school college hackathon winning projects winners project showcase GitHub Google ↗
- Complete Devpost submission gallery · idea-hacks-2026.devpost.com
- LABKickstart submission · devpost.com
- CPR Trainer submission · devpost.com
- Official TreeHacks website · treehacks.com
- Rice Urban Sustainability Hackathon winners announced | Rice News | News and Media Relations · news.rice.edu
- Browse hackathons · devpost.com
- Browse submitted projects · devpost.com
- Hackathon project repositories · github.com
- Search 2026 hackathon repositories · github.com
- Official MLH website · mlh.io
- Explore Hackaday projects · hackaday.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 student hackathon winners winning projects submissions university hackathon 2026 TreeHacks HackIllinois PennApps OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 student competition hackathon winning projects Devpost 2026 university students OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 student hackathon winners winning projects submissions Devpost university hackathon OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2026 high school college hackathon winning projects winners project showcase GitHub OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |