RRepoGEO

REPOGEO REPORT · LITE

popjane/free_chatgpt_api

Default branch main · commit 8417b249 · scanned 5/22/2026, 6:17:57 AM

GitHub: 6,387 stars · 581 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
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 popjane/free_chatgpt_api, 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
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    chatgpt, api, free-api, gpt-api, openai-api, reverse-engineering, ai-api, language-model, gpt3-5, gpt4o-mini
  • highreadme#2
    Add a clear statement about the unofficial, reverse-engineered nature in the README intro

    Why:

    CURRENT
    通过标准的 OpenAI格式免费使用ChatGPT API
    COPY-PASTE FIX
    本项目提供通过逆向工程实现的免费ChatGPT API，兼容标准OpenAI API格式，无需官方API Key即可使用。
  • mediumhomepage#3
    Add a homepage URL to the repository settings

    Why:

    COPY-PASTE FIX
    https://free.v36.cm/github

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 popjane/free_chatgpt_api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hugging Face Inference API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Inference API · recommended 2×
  2. OpenRouter.ai · recommended 1×
  3. Perplexity AI · recommended 1×
  4. Anyscale Endpoints · recommended 1×
  5. Together AI · recommended 1×
  • CATEGORY QUERY
    How can I integrate a free AI chat API using the standard OpenAI key format?
    you: not recommended
    AI recommended (in order):
    1. OpenRouter.ai
    2. Perplexity AI
    3. Anyscale Endpoints
    4. Together AI
    5. Groq API
    6. Mistral AI
    7. Hugging Face Inference API

    AI recommended 7 alternatives but never named popjane/free_chatgpt_api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are free AI API services offering direct access and compatibility with existing chat UIs?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Google AI Studio
    3. Gemini API
    4. Hugging Face Inference API
    5. Perplexity AI API
    6. Anthropic Claude API
    7. Cohere API

    AI recommended 7 alternatives but never named popjane/free_chatgpt_api. 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 popjane/free_chatgpt_api?
    pass
    AI named popjane/free_chatgpt_api explicitly

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

  • If a team adopts popjane/free_chatgpt_api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named popjane/free_chatgpt_api 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 popjane/free_chatgpt_api solve, and who is the primary audience?
    pass
    AI did not name popjane/free_chatgpt_api — 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 popjane/free_chatgpt_api. 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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popjane/free_chatgpt_api — 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