REPOGEO REPORT · LITE
speedyapply/2026-AI-College-Jobs
Default branch main · commit 95361503 · scanned 5/27/2026, 10:58:11 AM
GitHub: 5,334 stars · 210 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 speedyapply/2026-AI-College-Jobs, 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#1Reposition the About description to clarify '2026' and emphasize it's a live job list
Why:
CURRENT2026 AI/ML internship & new graduate job list updated daily
COPY-PASTE FIXLive, daily-updated list of AI/ML internship & new graduate job openings for 2026 intake. Curated for college students.
- highlicense#2Add a LICENSE file to the repository root
Why:
CURRENT(no LICENSE file detected — the repo has no recognizable license)
COPY-PASTE FIXCreate a `LICENSE` file in the root of the repository with the following content (or choose another appropriate open-source license): MIT License Copyright (c) [YEAR] [COPYRIGHT HOLDER] Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
- mediumtopics#3Refine topics to explicitly include 'job-board' and 'career-resource'
Why:
CURRENTai, applications, artificial-intelligence, college, data, data-science, fulltime, hiring, intern, internship, internships, interviews, jobbboard, jobs, junior, machine-learning, ml, newgrad, quant, university
COPY-PASTE FIXai, applications, artificial-intelligence, college, data, data-science, fulltime, hiring, intern, internship, internships, interviews, job-board, job-listings, jobs, junior, machine-learning, ml, newgrad, quant, university, career-resource
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.
- Handshake · recommended 2×
- Levels.fyi · recommended 2×
- Reddit · recommended 2×
- LinkedIn · recommended 1×
- Simplify · recommended 1×
- CATEGORY QUERYWhere can I find a comprehensive, regularly updated list of AI/ML internships for college students?you: not recommendedAI recommended (in order):
- Handshake
- Levels.fyi
- Simplify
- Google Careers
- Meta Careers
- Microsoft Careers
- Amazon Jobs
- NVIDIA Careers
- Pitt AI/ML Internship List
- r/csMajors
- r/MachineLearning
- r/datascience
AI recommended 14 alternatives but never named speedyapply/2026-AI-College-Jobs. This is the gap to close.
Show full AI answer
- CATEGORY QUERYLooking for a daily updated list of new graduate machine learning and data science jobs.you: not recommendedAI recommended (in order):
- LinkedIn Jobs
- Indeed
- Handshake
- Levels.fyi
- Built In
AI recommended 6 alternatives but never named speedyapply/2026-AI-College-Jobs. 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 speedyapply/2026-AI-College-Jobs?passAI named speedyapply/2026-AI-College-Jobs explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts speedyapply/2026-AI-College-Jobs in production, what risks or prerequisites should they evaluate first?passAI named speedyapply/2026-AI-College-Jobs 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 speedyapply/2026-AI-College-Jobs solve, and who is the primary audience?passAI did not name speedyapply/2026-AI-College-Jobs — 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
Drop this badge into the README of speedyapply/2026-AI-College-Jobs. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/speedyapply/2026-AI-College-Jobs)<a href="https://repogeo.com/en/r/speedyapply/2026-AI-College-Jobs"><img src="https://repogeo.com/badge/speedyapply/2026-AI-College-Jobs.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
speedyapply/2026-AI-College-Jobs — 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