RRepoGEO

REPOGEO REPORT · LITE

trevorhobenshield/twitter-api-client

Default branch main · commit c150f1a3 · scanned 6/24/2026, 4:38:35 PM

GitHub: 1,890 stars · 254 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 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 trevorhobenshield/twitter-api-client, 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 highlight full API scope and core capabilities

    Why:

    CURRENT
    ## Implementation of X/Twitter v1, v2, and GraphQL APIs
    COPY-PASTE FIX
    ## Comprehensive Python Client for X/Twitter (v1, v2, GraphQL) with Advanced Automation & Scraping
  • highreadme#2
    Clarify async support and add async examples if 'async-first' is a differentiator

    Why:

    COPY-PASTE FIX
    Add a new section titled 'Asynchronous Usage' with code examples demonstrating `async/await` for API calls, or explicitly state in the 'Automation' section that the library supports both synchronous and asynchronous operations, highlighting the benefits of the latter.
  • mediumabout#3
    Expand 'About' description to explicitly mention automation and scraping

    Why:

    CURRENT
    Implementation of X/Twitter v1, v2, and GraphQL APIs
    COPY-PASTE FIX
    Comprehensive Python client for X/Twitter v1, v2, and GraphQL APIs, enabling advanced automation, data scraping, and bot development.

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 trevorhobenshield/twitter-api-client
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Tweepy
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Tweepy · recommended 1×
  2. twitter-api-v2 · recommended 1×
  3. Twit · recommended 1×
  4. twitter · recommended 1×
  5. go-twitter · recommended 1×
  • CATEGORY QUERY
    What are good libraries for programmatically interacting with a popular microblogging platform's API?
    you: not recommended
    AI recommended (in order):
    1. Tweepy
    2. twitter-api-v2
    3. Twit
    4. twitter
    5. go-twitter
    6. Twitter4J

    AI recommended 6 alternatives but never named trevorhobenshield/twitter-api-client. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I programmatically scrape user profiles and posts from a major social networking site?
    you: not recommended
    AI recommended (in order):
    1. Twitter API
    2. Twitter API v2
    3. Reddit API
    4. LinkedIn API
    5. Selenium
    6. Selenium WebDriver
    7. Beautiful Soup
    8. Requests
    9. Scrapy
    10. Puppeteer
    11. Playwright

    AI recommended 11 alternatives but never named trevorhobenshield/twitter-api-client. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 trevorhobenshield/twitter-api-client?
    pass
    AI did not name trevorhobenshield/twitter-api-client — 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 trevorhobenshield/twitter-api-client in production, what risks or prerequisites should they evaluate first?
    pass
    AI named trevorhobenshield/twitter-api-client 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 trevorhobenshield/twitter-api-client solve, and who is the primary audience?
    pass
    AI did not name trevorhobenshield/twitter-api-client — 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?

Embed your GEO score

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trevorhobenshield/twitter-api-client — 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