RRepoGEO

REPOGEO REPORT · LITE

minsight-ai-info/AI-Search-Hub

Default branch main · commit afcc7411 · scanned 6/20/2026, 7:07:56 AM

GitHub: 1,177 stars · 103 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
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 minsight-ai-info/AI-Search-Hub, 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
    Add an explicit English tagline to the README's opening

    Why:

    CURRENT
    The current README starts with H1/H3, then links, then a welcome message to `notyet.chat`, then the detailed Chinese description.
    COPY-PASTE FIX
    Add the following line immediately after the H3 (`### 一次提问，全域搜索。`) and before the `[English](README.en.md)` link:
`An open-source skill for orchestrating native AI search and web extraction across Gemini, Grok, Doubao, and other major platforms for your agents and workflows.`
  • highlicense#2
    Create a LICENSE file

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root, for example, using the MIT License text, to clearly define usage terms.
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Set the repository's homepage URL to `https://www.notyet.chat/` in the GitHub repository settings.

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 minsight-ai-info/AI-Search-Hub
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. You.com · recommended 1×
  3. Consensus · recommended 1×
  4. Metaphor · recommended 1×
  5. Phind · recommended 1×
  • CATEGORY QUERY
    How to combine multiple AI search engines for comprehensive information gathering?
    you: not recommended
    AI recommended (in order):
    1. Perplexity AI
    2. You.com
    3. Consensus
    4. Metaphor
    5. Phind
    6. OpenAI API
    7. Google Search API
    8. Bing Search API
    9. Zapier
    10. Make

    AI recommended 10 alternatives but never named minsight-ai-info/AI-Search-Hub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool to automate web data extraction and cleaning for AI agents.
    you: not recommended
    AI recommended (in order):
    1. Beautiful Soup (crummy/BeautifulSoup4)
    2. Scrapy (scrapy/scrapy)
    3. Playwright (microsoft/playwright)
    4. Puppeteer (puppeteer/puppeteer)
    5. Apify
    6. Octoparse
    7. ParseHub

    AI recommended 7 alternatives but never named minsight-ai-info/AI-Search-Hub. 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 minsight-ai-info/AI-Search-Hub?
    pass
    AI named minsight-ai-info/AI-Search-Hub explicitly

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

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

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

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minsight-ai-info/AI-Search-Hub — 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