RRepoGEO

REPOGEO REPORT · LITE

rohunvora/x-research-skill

Default branch main · commit 623cca7f · scanned 6/18/2026, 10:42:44 AM

GitHub: 1,147 stars · 112 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
30 /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
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 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

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

OVERALL DIRECTION
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-agent, claude-skill, openclaw-skill, twitter-api, social-media-research, cli-tool, generative-ai, x-api
  • highreadme#2
    Refine README's opening sentence for clearer positioning

    Why:

    CURRENT
    X/Twitter research agent for Claude Code and OpenClaw. Search, filter, monitor — all from the terminal.
    COPY-PASTE FIX
    x-research is a CLI utility and AI agent skill for Claude Code and OpenClaw, enabling programmatic X/Twitter research, search, filtering, and monitoring directly from the terminal.
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT or Apache-2.0) to clarify usage rights for users and AI.

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
DocNow/twarc
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. DocNow/twarc · recommended 1×
  2. JustAnotherArchivist/snscrape · recommended 1×
  3. Pushshift API · recommended 1×
  4. psf/requests · recommended 1×
  5. crummy/BeautifulSoup4 · recommended 1×
  • CATEGORY QUERY
    How can my AI agent programmatically search and analyze social media data for research?
    you: not recommended
    AI recommended (in order):
    1. Twarc2 (DocNow/twarc)
    2. Snscrape (JustAnotherArchivist/snscrape)
    3. Pushshift API
    4. requests (psf/requests)
    5. Beautiful Soup 4 (crummy/BeautifulSoup4)
    6. Selenium (SeleniumHQ/selenium)
    7. Brandwatch
    8. Sprout Social
    9. Meltwater

    AI recommended 9 alternatives but never named rohunvora/x-research-skill. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help monitor social media accounts and pull full threads via CLI?
    you: not recommended
    AI recommended (in order):
    1. Twint
    2. snscrape
    3. Social Media Archiver (SMA)
    4. Ripcord
    5. PRAW
    6. Facebook's Graph API

    AI recommended 6 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 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?

  • 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