RRepoGEO

REPOGEO REPORT · LITE

basketikun/chatgpt2api

Default branch main · commit c24886b1 · scanned 5/26/2026, 11:12:51 AM

GitHub: 3,108 stars · 927 forks

AI VISIBILITY SCORE
28 /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
2 / 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 basketikun/chatgpt2api, 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 unique value proposition in README's opening paragraph

    Why:

    CURRENT
    <p align="center">ChatGPT2API 主要是对 ChatGPT 官网相关能力进行逆向整理与封装，提供面向 ChatGPT 图片生成、图片编辑、多图组图编辑场景的 OpenAI 兼容图片 API / 代理，并集成在线画图、号池管理、多种账号导入方式与 Docker 自托管部署能力。</p>
    COPY-PASTE FIX
    <p align="center">ChatGPT2API is an unofficial reverse-engineered implementation of the ChatGPT web interface, providing an OpenAI-compatible API proxy for image generation, image editing, and text models. It uniquely features robust account pool management, allowing for automated account registration and maintenance, and supports various import methods for managing multiple ChatGPT accounts, all deployable via Docker.</p>
  • mediumcomparison#2
    Add a comparison section to differentiate from official OpenAI APIs

    Why:

    COPY-PASTE FIX
    ## Comparison with Official APIs

ChatGPT2API differentiates itself from official OpenAI APIs by providing an unofficial, reverse-engineered interface to the ChatGPT web experience. Unlike official APIs which require an API key and per-token billing, ChatGPT2API allows programmatic access without a direct API key, focusing on robust account pool management, automated account registration, and batch operations for image generation and editing. This makes it ideal for scenarios requiring large-scale account management or leveraging ChatGPT's capabilities outside of the official API ecosystem.

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 basketikun/chatgpt2api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI DALL-E 3 / DALL-E 2 API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI DALL-E 3 / DALL-E 2 API · recommended 1×
  2. Stability AI (Stable Diffusion API) · recommended 1×
  3. Midjourney API · recommended 1×
  4. Google Cloud Vertex AI (Imagen) · recommended 1×
  5. Replicate · recommended 1×
  • CATEGORY QUERY
    How can I programmatically generate and edit images using an OpenAI-compatible API interface?
    you: not recommended
    AI recommended (in order):
    1. OpenAI DALL-E 3 / DALL-E 2 API
    2. Stability AI (Stable Diffusion API)
    3. Midjourney API
    4. Google Cloud Vertex AI (Imagen)
    5. Replicate
    6. Hugging Face Inference API

    AI recommended 6 alternatives but never named basketikun/chatgpt2api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are options for managing a pool of AI model accounts with an OpenAI-like proxy?
    you: not recommended
    AI recommended (in order):
    1. OpenAI Proxy
    2. LiteLLM
    3. Keycloak
    4. Nginx
    5. Kong Gateway

    AI recommended 5 alternatives but never named basketikun/chatgpt2api. 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 basketikun/chatgpt2api?
    pass
    AI did not name basketikun/chatgpt2api — 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 basketikun/chatgpt2api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named basketikun/chatgpt2api 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 basketikun/chatgpt2api solve, and who is the primary audience?
    pass
    AI named basketikun/chatgpt2api explicitly

    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 basketikun/chatgpt2api. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/basketikun/chatgpt2api.svg)](https://repogeo.com/en/r/basketikun/chatgpt2api)
HTML
<a href="https://repogeo.com/en/r/basketikun/chatgpt2api"><img src="https://repogeo.com/badge/basketikun/chatgpt2api.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

basketikun/chatgpt2api — 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