REPOGEO REPORT · LITE

Frrrrrrrrank/auto_jobfindchatgpt__rpa

Default branch master · commit 2506f2c1 · scanned 6/22/2026, 4:12:40 PM

GitHub: 1,561 stars · 216 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

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 README opening to clearly state core function

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... 这是一个完全免费的脚本...

COPY-PASTE FIX

Replace the current opening (the ad and '这是一个完全免费的脚本') with: 'Frrrrrrrrank/auto_job__find__chatgpt__rpa is a free, AI-powered automation tool for job seekers. It uses ChatGPT to generate personalized cover letters from your resume and job descriptions, and RPA to automate outreach to hiring managers, especially for jobs in China.'

hightopics#2
Add relevant topics to improve categorization
Why:
COPY-PASTE FIX
```
chatgpt, rpa, job-application, cover-letter, ai-automation, python, selenium
```

highlicense#3

Add a LICENSE file to the repository

Why:

COPY-PASTE FIX

Create a `LICENSE` file in the root of the repository. A common permissive choice for scripts is the MIT License. You can find templates online or use GitHub's license picker when creating a new file.

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

Of all named tools, what % are you?

Top rival

ChatGPT

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

ChatGPT · recommended 1×
GPT-4 API · recommended 1×
Jasper · recommended 1×
Copy.ai · recommended 1×
LangChain · recommended 1×

CATEGORY QUERY
How can I automate generating personalized cover letters using AI for job applications?
you: not recommended
AI recommended (in order):
1. ChatGPT
2. GPT-4 API
3. Jasper
4. Copy.ai
5. LangChain
6. Hugging Face Transformers
7. Zapier
8. Make
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
What are some tools to automate job application submissions and outreach to recruiters?
you: not recommended
AI recommended (in order):
1. Simplify
2. LazyApply
3. JobScan
4. Apollo.io
5. Hunter.io
6. GMass
7. Mailmeteor
8. LinkedIn Sales Navigator
AI recommended 8 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.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/Frrrrrrrrank/auto_job__find__chatgpt__rpa.svg)](https://repogeo.com/en/r/Frrrrrrrrank/auto_job__find__chatgpt__rpa)

HTML

<a href="https://repogeo.com/en/r/Frrrrrrrrank/auto_job__find__chatgpt__rpa"><img src="https://repogeo.com/badge/Frrrrrrrrank/auto_job__find__chatgpt__rpa.svg" alt="RepoGEO" /></a>

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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