RRepoGEO

REPOGEO REPORT · LITE

anysearch-ai/anysearch-skill

Default branch main · commit 6e031d70 · scanned 6/2/2026, 10:57:29 AM

GitHub: 2,155 stars · 157 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 anysearch-ai/anysearch-skill, 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 README H1 to clarify 'AI agent skill' category

    Why:

    CURRENT
    # AnySearch Skill

Unified real-time search engine skill for AI agents. Supports general web search, vertical domain search, parallel batch search, and full-page content extraction.
    COPY-PASTE FIX
    # AnySearch Skill: Unified Real-time Search for AI Agents

AnySearch Skill is a specialized tool designed for AI agents, providing a unified interface for real-time web search, vertical domain search, parallel batch search, and full-page content extraction. Unlike raw search APIs or web scraping libraries, AnySearch Skill is built from the ground up to integrate seamlessly into AI agent workflows, offering structured results and agent-specific functionalities.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0). If a custom license is intended, ensure it is clearly stated in the README and a `LICENSE` file is still present.
  • mediumtopics#3
    Expand repository topics with AI agent and search-specific keywords

    Why:

    CURRENT
    anysearch, hermes, openclaw, qclaw, skill, skills
    COPY-PASTE FIX
    anysearch, ai-agent, agent-skill, web-search, real-time-search, content-extraction, llm-tools, generative-ai, search-api-integration

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 anysearch-ai/anysearch-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SerpApi
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. SerpApi · recommended 1×
  2. Google Custom Search API (CSE) · recommended 1×
  3. Bing Web Search API · recommended 1×
  4. Brave Search API · recommended 1×
  5. You.com API · recommended 1×
  • CATEGORY QUERY
    How can I integrate real-time web search capabilities into my AI agent?
    you: not recommended
    AI recommended (in order):
    1. SerpApi
    2. Google Custom Search API (CSE)
    3. Bing Web Search API
    4. Brave Search API
    5. You.com API
    6. DuckDuckGo API

    AI recommended 6 alternatives but never named anysearch-ai/anysearch-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help AI agents perform deep content extraction from web pages?
    you: not recommended
    AI recommended (in order):
    1. Beautiful Soup 4
    2. Playwright
    3. Scrapy
    4. Selenium WebDriver
    5. Puppeteer
    6. Requests-HTML
    7. Diffbot

    AI recommended 7 alternatives but never named anysearch-ai/anysearch-skill. 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 anysearch-ai/anysearch-skill?
    pass
    AI named anysearch-ai/anysearch-skill explicitly

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

  • If a team adopts anysearch-ai/anysearch-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named anysearch-ai/anysearch-skill 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 anysearch-ai/anysearch-skill solve, and who is the primary audience?
    pass
    AI named anysearch-ai/anysearch-skill explicitly

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

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