RRepoGEO

REPOGEO REPORT · LITE

OSU-NLP-Group/GUI-Agents-Paper-List

Default branch main · commit ea762dad · scanned 6/16/2026, 3:13:31 PM

GitHub: 820 stars · 41 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

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 OSU-NLP-Group/GUI-Agents-Paper-List, 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.

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    gui-agents, awesome-list, nlp, ai, machine-learning, research-papers, gui-automation, human-computer-interaction, benchmarks, datasets
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root, specifying the content is licensed under CC-BY-4.0 (Creative Commons Attribution 4.0 International License).
  • mediumreadme#3
    Reposition the README's opening paragraph to highlight unique value

    Why:

    CURRENT
    A curated list of **542** research papers on GUI agents — models, frameworks, benchmarks, datasets, and more — spanning topics like GUI grounding, planning, memory, safety, and reinforcement learning.
    COPY-PASTE FIX
    The definitive, curated, and searchable collection of **542** research papers on GUI agents — models, frameworks, benchmarks, datasets, and more — spanning topics like GUI grounding, planning, memory, safety, and reinforcement learning. This list offers advanced filtering and search capabilities far beyond general academic search engines for this specific domain.

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.

Recall
0 / 2
0% of queries surface OSU-NLP-Group/GUI-Agents-Paper-List
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Scholar
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Scholar · recommended 1×
  2. ACM Digital Library · recommended 1×
  3. IEEE Xplore Digital Library · recommended 1×
  4. arXiv · recommended 1×
  5. Semantic Scholar · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of research papers on GUI automation agents?
    you: not recommended
    AI recommended (in order):
    1. Google Scholar
    2. ACM Digital Library
    3. IEEE Xplore Digital Library
    4. arXiv
    5. Semantic Scholar
    6. Microsoft Academic
    7. Web of Science
    8. Scopus

    AI recommended 8 alternatives but never named OSU-NLP-Group/GUI-Agents-Paper-List. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the key research areas and challenges in building intelligent GUI agents?
    you: not recommended
    AI recommended (in order):
    1. YOLO
    2. Mask R-CNN
    3. Deep Q-Networks (DQN)
    4. Proximal Policy Optimization (PPO)
    5. PDDL
    6. CLIP
    7. VL-BERT

    AI recommended 7 alternatives but never named OSU-NLP-Group/GUI-Agents-Paper-List. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

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 OSU-NLP-Group/GUI-Agents-Paper-List?
    pass
    AI named OSU-NLP-Group/GUI-Agents-Paper-List explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts OSU-NLP-Group/GUI-Agents-Paper-List in production, what risks or prerequisites should they evaluate first?
    pass
    AI named OSU-NLP-Group/GUI-Agents-Paper-List 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 OSU-NLP-Group/GUI-Agents-Paper-List solve, and who is the primary audience?
    pass
    AI did not name OSU-NLP-Group/GUI-Agents-Paper-List — 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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