RRepoGEO

REPOGEO REPORT · LITE

felladrin/awesome-ai-web-search

Default branch main · commit ef92d572 · scanned 6/18/2026, 10:17:25 AM

GitHub: 1,350 stars · 111 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
27 /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
1 / 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 felladrin/awesome-ai-web-search, 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 H1 and opening sentence to explicitly state it's an "awesome list"

    Why:

    CURRENT
    # AI Web Search [](https://github.com/topics/awesome)

A curated list of AI-powered web search software, focusing on the intersection of Large Language Models (LLMs) and web search capabilities.
    COPY-PASTE FIX
    # Awesome AI Web Search: A Curated List of Tools [](https://github.com/topics/awesome)

This is an awesome list of AI-powered web search software, focusing on the intersection of Large Language Models (LLMs) and web search capabilities. It serves as a directory to explore various tools and projects, rather than being a tool itself.
  • mediumabout#2
    Add "awesome list" to the repository description

    Why:

    CURRENT
    List of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search
    COPY-PASTE FIX
    An awesome list of software that allows searching the web with the assistance of AI. Explore tools and projects at: https://hf.co/spaces/felladrin/awesome-ai-web-search
  • lowtopics#3
    Add a topic to explicitly label the repository as a directory of AI tools

    Why:

    CURRENT
    ai, ai-search-engine, artificial-intelligence, artificial-intelligence-projects, awesome, awesome-list, generative-ai, generative-ai-projects, generative-ai-tools, information-retrieval, llm-inference, metasearch, question-answering, rag, retrieval-augmented-generation, web-search
    COPY-PASTE FIX
    ai, ai-search-engine, artificial-intelligence, artificial-intelligence-projects, awesome, awesome-list, generative-ai, generative-ai-projects, generative-ai-tools, information-retrieval, llm-inference, metasearch, question-answering, rag, retrieval-augmented-generation, web-search, ai-tools-directory

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 felladrin/awesome-ai-web-search
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Perplexity AI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Perplexity AI · recommended 1×
  2. ChatGPT · recommended 1×
  3. Google Search Generative Experience (SGE) · recommended 1×
  4. Microsoft Copilot · recommended 1×
  5. You.com · recommended 1×
  • CATEGORY QUERY
    What tools can help me summarize web search results using large language models?
    you: not recommended
    AI recommended (in order):
    1. Perplexity AI
    2. ChatGPT
    3. Google Search Generative Experience (SGE)
    4. Microsoft Copilot
    5. You.com
    6. Elicit

    AI recommended 6 alternatives but never named felladrin/awesome-ai-web-search. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I integrate an LLM with web search for advanced research and report generation?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. SerpApi
    4. Google Custom Search API
    5. You.com API
    6. Tavily AI Search API
    7. Pandoc
    8. ReportLab

    AI recommended 8 alternatives but never named felladrin/awesome-ai-web-search. 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 felladrin/awesome-ai-web-search?
    pass
    AI did not name felladrin/awesome-ai-web-search — 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?

  • If a team adopts felladrin/awesome-ai-web-search in production, what risks or prerequisites should they evaluate first?
    pass
    AI named felladrin/awesome-ai-web-search 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 felladrin/awesome-ai-web-search solve, and who is the primary audience?
    pass
    AI did not name felladrin/awesome-ai-web-search — 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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felladrin/awesome-ai-web-search — 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
felladrin/awesome-ai-web-search — RepoGEO report