RRepoGEO

REPOGEO REPORT · LITE

Frrrrrrrrank/auto_job__find__chatgpt__rpa

Default branch master · commit 2506f2c1 · scanned 5/12/2026, 10:03:03 AM

GitHub: 1,563 stars · 218 forks

AI VISIBILITY SCORE
17 /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
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 Frrrrrrrrank/auto_job__find__chatgpt__rpa, 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 the README's opening to clearly state the project's purpose

    Why:

    CURRENT
    作者已经去打工了,现在在sider做产品经理,义务为我们的产品打一下广告,各位见谅
    
    [](https://sider.ai/ad-land-redirect?source=github&p1=mi&p2=kk)
    
    欢迎大家使用
    
    ## 更加便于操作的付费版本
    
    目前该版本已经下架,您可以在微软商店中下载sider windows客户端,找到求职大师功能,每天可以免费使用三十次(目前已经推出);同时也将加入linkedin和Boss职位筛选功能(最晚在十月底前推出);
    
    ## 正文
    这是一个完全免费的脚本,只需要你们自己配置好openai的api即可
    COPY-PASTE FIX
    This free Python script automates the job application process by generating personalized cover letters using ChatGPT based on your resume and job description, and sending messages to employers. It leverages Robotic Process Automation (RPA) for full automation, streamlining your job search efforts.
    
    ## 正文
    这是一个完全免费的脚本,只需要你们自己配置好openai的api即可
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    job-application, rpa, chatgpt, ai-automation, cover-letter-generator, python, selenium, job-search-automation, resume-builder
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a file named `LICENSE` in the repository root with the following content (replace `[year]` and `[fullname]`):
    
    ```
    MIT License
    
    Copyright (c) [year] [fullname]
    
    Permission is hereby granted, free of charge, to any person obtaining a copy
    of this software and associated documentation files (the "Software"), to deal
    in the Software without restriction, including without limitation the rights
    to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
    copies of the Software, and to permit persons to whom the Software is
    furnished to do so, subject to the following conditions:
    
    The above copyright notice and this permission notice shall be included in all
    copies or substantial portions of the Software.
    
    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
    FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
    AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
    LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
    OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
    SOFTWARE.
    ```

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 Frrrrrrrrank/auto_job__find__chatgpt__rpa
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Rezi.io
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Rezi.io · recommended 1×
  2. Kickresume · recommended 1×
  3. Jobscan · recommended 1×
  4. ChatGPT · recommended 1×
  5. Google Gemini · recommended 1×
  • CATEGORY QUERY
    Need a tool to automatically generate cover letters with AI and submit job applications.
    you: not recommended
    AI recommended (in order):
    1. Rezi.io
    2. Kickresume
    3. Jobscan
    4. ChatGPT
    5. Google Gemini
    6. Simplify
    7. LazyApply
    8. Jobsolv

    AI recommended 8 alternatives but never named Frrrrrrrrank/auto_job__find__chatgpt__rpa. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for open-source RPA solutions to automate the entire online job application process.
    you: not recommended
    AI recommended (in order):
    1. Robocorp
    2. TagUI
    3. UI.Vision RPA
    4. OpenRPA
    5. Taskt
    6. Selenium

    AI recommended 6 alternatives but never named Frrrrrrrrank/auto_job__find__chatgpt__rpa. 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 Frrrrrrrrank/auto_job__find__chatgpt__rpa?
    pass
    AI did not name Frrrrrrrrank/auto_job__find__chatgpt__rpa — 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 Frrrrrrrrank/auto_job__find__chatgpt__rpa in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Frrrrrrrrank/auto_job__find__chatgpt__rpa 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 Frrrrrrrrank/auto_job__find__chatgpt__rpa solve, and who is the primary audience?
    pass
    AI did not name Frrrrrrrrank/auto_job__find__chatgpt__rpa — 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

Drop this badge into the README of Frrrrrrrrank/auto_job__find__chatgpt__rpa. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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Frrrrrrrrank/auto_job__find__chatgpt__rpa — 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