RRepoGEO

REPOGEO REPORT · LITE

rohunvora/x-research-skill

Default branch main · commit 623cca7f · scanned 5/8/2026, 7:03:13 PM

GitHub: 1,110 stars · 109 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 rohunvora/x-research-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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README H1 and opening to clarify AI agent skill

    Why:

    CURRENT
    # x-research

X/Twitter research agent for Claude Code and OpenClaw. Search, filter, monitor — all from the terminal.
    COPY-PASTE FIX
    # x-research-skill: X/Twitter Research for AI Agents

An AI agent skill for Claude Code and OpenClaw, `x-research-skill` enables deep-dive X/Twitter research directly from your agent. It provides agentic search, thread following, account monitoring, and sourced briefings, all accessible via a fast CLI.
  • mediumlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    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).

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 rohunvora/x-research-skill
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Brandwatch
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Brandwatch · recommended 2×
  2. Meltwater · recommended 2×
  3. Talkwalker · recommended 1×
  4. Agorapulse · recommended 1×
  5. tweepy/tweepy · recommended 1×
  • CATEGORY QUERY
    How can my AI agent perform deep-dive research and monitor accounts on a popular social platform?
    you: not recommended
    AI recommended (in order):
    1. Brandwatch
    2. Talkwalker
    3. Meltwater
    4. Agorapulse
    5. Tweepy (tweepy/tweepy)
    6. Facebook Graph API
    7. Instagram Graph API
    8. Scrapy (scrapy/scrapy)

    AI recommended 8 alternatives but never named rohunvora/x-research-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a command-line tool to search tweets, follow threads, and get sourced social media data.
    you: not recommended
    AI recommended (in order):
    1. Twint
    2. snscrape
    3. TweetDeck
    4. Selenium
    5. Playwright
    6. Twitter API
    7. twurl
    8. tweepy
    9. python-twitter
    10. Brandwatch
    11. Sprinklr
    12. Meltwater

    AI recommended 12 alternatives but never named rohunvora/x-research-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
    fail

    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 rohunvora/x-research-skill?
    pass
    AI did not name rohunvora/x-research-skill — 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 rohunvora/x-research-skill in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rohunvora/x-research-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 rohunvora/x-research-skill solve, and who is the primary audience?
    pass
    AI named rohunvora/x-research-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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rohunvora/x-research-skill — 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