RRepoGEO

REPOGEO REPORT · LITE

QLHazyCoder/FlowPilot

Default branch master · commit f5658db5 · scanned 5/25/2026, 2:06:48 PM

GitHub: 4,414 stars · 933 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 QLHazyCoder/FlowPilot, 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

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

OVERALL DIRECTION
  • highreadme#1
    Clarify the project's core identity and audience in the README's opening

    Why:

    CURRENT
    # FlowPilot
    
    `FlowPilot` 是一个 Chrome 侧边栏扩展,用来批量处理 ChatGPT / OpenAI 账号注册、授权、Plus 支付和平台接入流程。
    
    它的定位不是“单个按钮脚本”,而是把注册、验证码、OAuth、Plus 支付、账号导入、自动重试和记录管理放进同一套可持续使用的工具里。
    COPY-PASTE FIX
    # FlowPilot: Chrome Extension for Automated AI Account Management
    
    `FlowPilot` is a powerful Chrome sidebar extension designed specifically for **automating the bulk registration, authorization, Plus subscription payments, and platform integration processes for ChatGPT and OpenAI accounts.** Unlike simple scripts, it provides a comprehensive, sustainable toolset for managing registration, CAPTCHA, OAuth, Plus payments, account import, automatic retries, and record keeping.
  • mediumreadme#2
    Add a "Who is FlowPilot for?" section to clarify target users and use cases

    Why:

    COPY-PASTE FIX
    ## Who is FlowPilot for?
    
    FlowPilot is ideal for users who need to:
    - **Bulk register and manage multiple ChatGPT/OpenAI accounts** efficiently.
    - **Automate the entire account creation workflow**, from email verification and CAPTCHA solving to OAuth authorization.
    - **Streamline Plus subscription payments** across various accounts using methods like PayPal, GoPay, or GPC.
    - **Integrate and manage accounts from different OpenAI sources** (CPA, SUB2API, Codex2API, Kiro flow).
    - **Developers or agencies** requiring a robust tool for managing AI service access at scale.

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 QLHazyCoder/FlowPilot
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Terraform
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Terraform · recommended 1×
  2. AWS CLI · recommended 1×
  3. gcloud CLI · recommended 1×
  4. Azure CLI · recommended 1×
  5. Ansible · recommended 1×
  • CATEGORY QUERY
    How to automate bulk registration and management of AI service accounts?
    you: not recommended
    AI recommended (in order):
    1. Terraform
    2. AWS CLI
    3. gcloud CLI
    4. Azure CLI
    5. Ansible
    6. Pulumi
    7. HashiCorp Vault
    8. boto3
    9. google-cloud-sdk
    10. azure-sdk-for-python

    AI recommended 10 alternatives but never named QLHazyCoder/FlowPilot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a Chrome extension to streamline AI account creation, including payments and email verification.
    you: not recommended
    AI recommended (in order):
    1. 1Password
    2. LastPass
    3. Bitwarden
    4. SimpleLogin
    5. AnonAddy
    6. DuckDuckGo Email Protection
    7. Privacy.com
    8. Blur by Abine

    AI recommended 8 alternatives but never named QLHazyCoder/FlowPilot. 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 QLHazyCoder/FlowPilot?
    pass
    AI named QLHazyCoder/FlowPilot explicitly

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

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

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

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QLHazyCoder/FlowPilot — 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