RRepoGEO

REPOGEO REPORT · LITE

tnfe/TNT-Weekly

Default branch master · commit d3185650 · scanned 5/25/2026, 5:02:51 AM

GitHub: 5,396 stars · 320 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 tnfe/TNT-Weekly, 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's opening sentence to clearly state it's a frontend weekly digest

    Why:

    CURRENT
    前端领域正以惊人的速度蓬勃发展，新技术如雨后春笋般层出不穷，相关资讯与文章更是如潮水般席卷而来，令人目不暇接。面对这浩瀚的信息海洋，我们常常感到无所适从，难以辨别哪些内容真正对自己有所裨益。鉴于此，TNFE 团队精心策划并启动了这份周刊项目，旨在为广大前端开发者精心筛选并汇总前端开发领域及其他Web前端技术的精华内容。
    COPY-PASTE FIX
    TNT-Weekly 是 TNFE 团队为前端开发者精心策划的**一份每周精选前端资讯与文章的周刊**，旨在为您筛选并汇总前端开发领域及其他Web前端技术的精华内容，助您轻松洞悉行业最新进展，助力技术成长之旅。
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root, specifying the chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Add the official homepage URL (e.g., a dedicated website for the weekly, or the team's blog if it hosts the weekly) to the repository's 'About' section.

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 tnfe/TNT-Weekly
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
CSS-Tricks
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. CSS-Tricks · recommended 2×
  2. Smashing Magazine · recommended 2×
  3. Frontend Focus · recommended 1×
  4. Dev.to · recommended 1×
  5. JavaScript Weekly · recommended 1×
  • CATEGORY QUERY
    How can I easily keep up with the latest web frontend development news and trends?
    you: not recommended
    AI recommended (in order):
    1. Frontend Focus
    2. CSS-Tricks
    3. Smashing Magazine
    4. Dev.to
    5. JavaScript Weekly
    6. Web.dev
    7. The Modern.js

    AI recommended 7 alternatives but never named tnfe/TNT-Weekly. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a reliable source that curates high-quality articles and projects for frontend engineers.
    you: not recommended
    AI recommended (in order):
    1. CSS-Tricks
    2. Smashing Magazine
    3. Frontend Masters Blog
    4. freeCodeCamp News
    5. DEV Community
    6. LogRocket Blog
    7. The Netlify Blog

    AI recommended 7 alternatives but never named tnfe/TNT-Weekly. 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 tnfe/TNT-Weekly?
    pass
    AI named tnfe/TNT-Weekly explicitly

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

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

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

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tnfe/TNT-Weekly — 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