RRepoGEO

REPOGEO REPORT · LITE

DavidZWZ/Awesome-Deep-Research

Default branch main · commit 7ca36691 · scanned 6/1/2026, 8:32:48 AM

GitHub: 757 stars · 61 forks

AI VISIBILITY SCORE
33 /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
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 DavidZWZ/Awesome-Deep-Research, 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
    Reposition the README's opening to explicitly state it's a curated resource list

    Why:

    CURRENT
    Welcome to Awesome-Deep-Research! 🚀 This repository serves as your comprehensive guide to the cutting-edge world of Agentic Deep Research. We've meticulously curated a collection of resources for you.
    COPY-PASTE FIX
    Welcome to Awesome-Deep-Research! 🚀 This repository is a meticulously curated, comprehensive list of cutting-edge resources for Agentic Deep Research, designed to be your definitive guide to the field.
  • mediumtopics#2
    Add 'awesome-list' and 'resource-collection' to repository topics

    Why:

    CURRENT
    agentic-ai, agentic-rag, deep-research, deep-research-agent, large-language-models, llms, rag, reasoning, reasoning-agent, search-agent
    COPY-PASTE FIX
    agentic-ai, agentic-rag, deep-research, deep-research-agent, large-language-models, llms, rag, reasoning, reasoning-agent, search-agent, awesome-list, resource-collection
  • lowreadme#3
    Integrate the problem solved and primary audience into the README's introductory paragraph

    Why:

    CURRENT
    Welcome to Awesome-Deep-Research! 🚀 This repository is a meticulously curated, comprehensive list of cutting-edge resources for Agentic Deep Research, designed to be your definitive guide to the field.
    COPY-PASTE FIX
    Welcome to Awesome-Deep-Research! 🚀 This repository addresses the challenge of information overload for researchers, developers, and enthusiasts in Agentic Deep Research by providing a meticulously curated, comprehensive list of cutting-edge resources, designed to be your definitive guide to the field.

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 DavidZWZ/Awesome-Deep-Research
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Significant-Gravitas/AutoGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Significant-Gravitas/AutoGPT · recommended 1×
  2. langchain-ai/langchain · recommended 1×
  3. joaomdmoura/crewAI · recommended 1×
  4. run-llama/llama_index · recommended 1×
  5. SerpApi · recommended 1×
  • CATEGORY QUERY
    How can I leverage AI agents for autonomous, in-depth information gathering and analysis?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT (Significant-Gravitas/AutoGPT)
    2. LangChain (langchain-ai/langchain)
    3. CrewAI (joaomdmoura/crewAI)
    4. LlamaIndex (run-llama/llama_index)
    5. SerpApi
    6. ScrapeOwl
    7. Bright Data
    8. MemGPT (cpacker/MemGPT)

    AI recommended 8 alternatives but never named DavidZWZ/Awesome-Deep-Research. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools or frameworks are available for building LLM-powered deep research and reasoning agents?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. GPT Index
    4. AutoGPT
    5. BabyAGI
    6. Haystack
    7. deepset.ai
    8. Microsoft Guidance
    9. OpenAI Function Calling
    10. CrewAI

    AI recommended 10 alternatives but never named DavidZWZ/Awesome-Deep-Research. 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 DavidZWZ/Awesome-Deep-Research?
    pass
    AI named DavidZWZ/Awesome-Deep-Research explicitly

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

  • If a team adopts DavidZWZ/Awesome-Deep-Research in production, what risks or prerequisites should they evaluate first?
    pass
    AI named DavidZWZ/Awesome-Deep-Research 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 DavidZWZ/Awesome-Deep-Research solve, and who is the primary audience?
    pass
    AI did not name DavidZWZ/Awesome-Deep-Research — 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?

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DavidZWZ/Awesome-Deep-Research — 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
DavidZWZ/Awesome-Deep-Research — RepoGEO report