RRepoGEO

REPOGEO REPORT · LITE

GuDaStudio/GrokSearch

Default branch main · commit afcdbcc6 · scanned 5/28/2026, 8:23:30 AM

GitHub: 1,644 stars · 172 forks

AI VISIBILITY SCORE
35 /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
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 GuDaStudio/GrokSearch, 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
    llm, claude, grok, tavily, mcp, web-search, web-scraping, ai-tools, real-time-data, cherry-studio
  • highreadme#2
    Add a prominent English H1 and concise description at the very top of the README

    Why:

    COPY-PASTE FIX
    # GrokSearch: Real-time Web Access for LLMs (Claude, Cherry Studio)

This project integrates Grok's AI-powered search and Tavily's robust web scraping/mapping into LLM clients like Claude Code and Cherry Studio via the MCP protocol, providing comprehensive, up-to-date web access.
  • mediumreadme#3
    Add a 'Why GrokSearch?' section to highlight unique value for LLMs

    Why:

    COPY-PASTE FIX
    ## Why GrokSearch?

Unlike generic web scraping libraries or standalone search APIs, GrokSearch is purpose-built as an MCP server to provide LLM clients (like Claude Code and Cherry Studio) with seamless, real-time web access. It uniquely combines Grok's AI search with Tavily's high-fidelity scraping and Firecrawl's fallback, offering a robust, integrated solution specifically for reducing LLM hallucinations and accessing up-to-date information.

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 GuDaStudio/GrokSearch
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 2×
  2. Beautiful Soup · recommended 2×
  3. Scrapy · recommended 2×
  4. LangChain · recommended 1×
  5. Google Search API · recommended 1×
  • CATEGORY QUERY
    How can I give my LLM real-time web access for up-to-date information?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Google Search API
    3. Serper API
    4. SerpAPI
    5. LlamaIndex
    6. Tavily API
    7. Playwright
    8. Beautiful Soup
    9. Scrapy
    10. You.com API

    AI recommended 10 alternatives but never named GuDaStudio/GrokSearch. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools combine AI search with robust web scraping for LLM context?
    you: not recommended
    AI recommended (in order):
    1. SerpApi
    2. SerpHouse
    3. Beautiful Soup
    4. Playwright
    5. Apify
    6. Google Search Results Scraper
    7. Website Content Scraper
    8. Scrapy
    9. Google Custom Search API
    10. Splash
    11. Bright Data
    12. Search Engine Crawler
    13. Web Scraper IDE
    14. You.com
    15. YouChat
    16. YouAPI
    17. Perplexity AI

    AI recommended 17 alternatives but never named GuDaStudio/GrokSearch. 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 GuDaStudio/GrokSearch?
    pass
    AI named GuDaStudio/GrokSearch explicitly

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

  • If a team adopts GuDaStudio/GrokSearch in production, what risks or prerequisites should they evaluate first?
    pass
    AI named GuDaStudio/GrokSearch 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 GuDaStudio/GrokSearch solve, and who is the primary audience?
    pass
    AI named GuDaStudio/GrokSearch 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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GuDaStudio/GrokSearch — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite