REPOGEO REPORT · LITE

weitianxin/Awesome-Agentic-Reasoning

Default branch main · commit 8e0fbffd · scanned 5/16/2026, 10:22:41 AM

GitHub: 1,240 stars · 95 forks

AI VISIBILITY SCORE

40 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

2 pass · 0 warn · 0 fail

Objective metadata checks

AI knows your name

3 / 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 weitianxin/Awesome-Agentic-Reasoning, 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

highreadme#1
Update README H1 to clarify its nature as a curated collection and survey companion
Why:
CURRENT
```
# Awesome Agentic Reasoning Papers
```
COPY-PASTE FIX
```
# Awesome Agentic Reasoning Papers: A Curated Collection & Survey Companion
```

mediumreadme#2

Add a 'Target Audience' section to the README

Why:

COPY-PASTE FIX

## 🎯 Target Audience
This repository is primarily for researchers, students, and practitioners seeking a comprehensive academic overview and curated collection of papers on agentic reasoning for Large Language Models. It serves as a companion to the "Agentic Reasoning for Large Language Models: A Survey" paper, providing organized resources for in-depth study rather than direct implementation frameworks.

lowtopics#3

Expand GitHub topics with more specific 'collection' keywords

Why:

CURRENT

agent, agentic-ai, awesome-resources, generative-ai, large-language-models, reasoning, survey

COPY-PASTE FIX

agent, agentic-ai, awesome-resources, generative-ai, large-language-models, reasoning, survey, paper-collection, research-papers, literature-review

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 weitianxin/Awesome-Agentic-Reasoning

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Tree of Thoughts

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Tree of Thoughts · recommended 1×
Reflexion · recommended 1×
AutoGPT · recommended 1×
BabyAGI · recommended 1×
OpenAI · recommended 1×

CATEGORY QUERY
Where can I find a comprehensive overview of agentic reasoning research for large language models?
you: not recommended
AI recommended (in order):
1. Tree of Thoughts
2. Reflexion
3. AutoGPT
4. BabyAGI
5. OpenAI
6. Learn Prompting
AI recommended 6 alternatives but never named weitianxin/Awesome-Agentic-Reasoning. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best resources for understanding agentic AI systems, including planning and tool use?
you: not recommended
AI recommended (in order):
1. Generative Agents: Interactive Simulacra of Human Behavior (joonspk-research/generative_agents)
2. LlamaIndex (LlamaIndex/LlamaIndex)
3. LangChain (langchain-ai/langchain)
4. Reflexion: An Autonomous Agent with Dynamic Memory and Self-Reflection (noahshinn024/reflexion)
5. AutoGPT (Significant-Gravitas/AutoGPT)
6. BabyAGI (yoheinakajima/babyagi)
7. Toolformer: Language Models Can Teach Themselves to Use Tools (facebookresearch/toolformer)
8. Voyager: An Open-Ended Embodied Agent with Large Language Models (MineDojo/Voyager)
AI recommended 8 alternatives but never named weitianxin/Awesome-Agentic-Reasoning. This is the gap to close.
Show full AI answer

Objective checks

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

Metadata completeness
pass
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 weitianxin/Awesome-Agentic-Reasoning?
pass
AI named weitianxin/Awesome-Agentic-Reasoning explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts weitianxin/Awesome-Agentic-Reasoning in production, what risks or prerequisites should they evaluate first?
pass
AI named weitianxin/Awesome-Agentic-Reasoning 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 weitianxin/Awesome-Agentic-Reasoning solve, and who is the primary audience?
pass
AI named weitianxin/Awesome-Agentic-Reasoning explicitly
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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MARKDOWN (README)

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HTML

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weitianxin/Awesome-Agentic-Reasoning — 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