REPOGEO REPORT · LITE
ReaVNaiL/New-Grad-2024
Default branch main · commit af15e217 · scanned 5/16/2026, 12:52:37 AM
GitHub: 6,181 stars · 554 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface ReaVNaiL/New-Grad-2024, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highabout#1Clarify the 'About' description to emphasize it's a GitHub-hosted resource
Why:
CURRENT👋 Hey there new grad🎉! We've put together a collection of full-time job openings for SWE, Quant, PM and tech roles in 2024! 🚀
COPY-PASTE FIXA community-curated GitHub repository listing full-time job openings for new grads (SWE, Quant, PM, tech) in 2024, plus helpful interview resources. For US, Remote, and Canada roles. 🚀
- highlicense#2Add a LICENSE file to the repository
Why:
COPY-PASTE FIXCreate a LICENSE file (e.g., MIT or Apache-2.0) in the repository root to clearly state the terms of use for contributions and content.
- mediumhomepage#3Add the repository URL as the homepage link
Why:
COPY-PASTE FIXhttps://github.com/ReaVNaiL/New-Grad-2024
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- LinkedIn Jobs · recommended 1×
- Handshake · recommended 1×
- Google · recommended 1×
- Microsoft · recommended 1×
- Meta · recommended 1×
- CATEGORY QUERYWhere can I find full-time tech job openings for new graduates in 2024?you: not recommendedAI recommended (in order):
- LinkedIn Jobs
- Handshake
- Microsoft
- Meta
- Amazon
- Apple
- Salesforce
- NVIDIA
- Intel
- IBM
- Built In [City Name]
- Indeed
- Levels.fyi
- RippleMatch
AI recommended 15 alternatives but never named ReaVNaiL/New-Grad-2024. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat are good resources for university students seeking 2024 tech roles and interview prep?you: not recommendedAI recommended (in order):
- LeetCode
- Cracking the Coding Interview by Gayle Laakmann McDowell
- HackerRank
- Pramp
- Glassdoor
- Blind
- Tech Interview Handbook by Yangshun Tay
AI recommended 7 alternatives but never named ReaVNaiL/New-Grad-2024. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of ReaVNaiL/New-Grad-2024?passAI named ReaVNaiL/New-Grad-2024 explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts ReaVNaiL/New-Grad-2024 in production, what risks or prerequisites should they evaluate first?passAI named ReaVNaiL/New-Grad-2024 explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo ReaVNaiL/New-Grad-2024 solve, and who is the primary audience?passAI did not name ReaVNaiL/New-Grad-2024 — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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ReaVNaiL/New-Grad-2024 — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite