RRepoGEO

REPOGEO REPORT · LITE

aledipa/Free-GPT4-WEB-API

Default branch main · commit 1b751951 · scanned 5/31/2026, 2:47:17 AM

GitHub: 708 stars · 141 forks

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 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 aledipa/Free-GPT4-WEB-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
  • highreadme#1
    Update README H1 to emphasize multi-model, self-hosted API gateway

    Why:

    CURRENT
    # Free-GPT4-WEB-API
    COPY-PASTE FIX
    # Free-GPT4-WEB-API: Self-Hosted API for Free Access to Multiple LLMs (GPT, Gemini, Claude, DeepSeek)
  • mediumtopics#2
    Add broader LLM and API gateway topics

    Why:

    CURRENT
    api, api-server, artificial-intelligence, chatgpt, claude-ai, deepseek, docker, docker-images, docker-service, free-gpt, gemini-api, gpt, gpt-alternative, python, python-api, python-app, python3, self-hosted, sirigpt, web-api
    COPY-PASTE FIX
    api, api-server, artificial-intelligence, chatgpt, claude-ai, deepseek, docker, docker-images, docker-service, free-gpt, gemini-api, gpt, gpt-alternative, python, python-api, python-app, python3, self-hosted, sirigpt, web-api, llm, ai-proxy, llm-api-gateway
  • lowreadme#3
    Refine README's opening sentence for clearer differentiation

    Why:

    CURRENT
    Self-hosted web API that exposes free, unlimited access to modern LLM providers through a single, simple HTTP interface.
    COPY-PASTE FIX
    A self-hosted web API providing free, unlimited access to multiple modern LLM providers (GPT, Gemini, Claude, DeepSeek) through a single, simple HTTP interface, requiring no API keys or subscriptions.

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 aledipa/Free-GPT4-WEB-API
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Ollama
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Ollama · recommended 2×
  2. LM Studio · recommended 2×
  3. vLLM · recommended 2×
  4. OpenRouter.ai · recommended 1×
  5. LiteLLM · recommended 1×
  • CATEGORY QUERY
    How can I access multiple free AI models through a self-hosted API without keys?
    you: not recommended
    AI recommended (in order):
    1. Ollama
    2. LM Studio
    3. vLLM
    4. OpenRouter.ai
    5. LiteLLM
    6. Hugging Face Transformers

    AI recommended 6 alternatives but never named aledipa/Free-GPT4-WEB-API. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are self-hostable alternatives to commercial LLM APIs with a simple interface?
    you: not recommended
    AI recommended (in order):
    1. Ollama
    2. LM Studio
    3. LocalAI
    4. text-generation-webui (oobabooga/text-generation-webui)
    5. Jan
    6. vLLM

    AI recommended 6 alternatives but never named aledipa/Free-GPT4-WEB-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
    pass

  • 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 aledipa/Free-GPT4-WEB-API?
    pass
    AI did not name aledipa/Free-GPT4-WEB-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?

  • If a team adopts aledipa/Free-GPT4-WEB-API in production, what risks or prerequisites should they evaluate first?
    pass
    AI named aledipa/Free-GPT4-WEB-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 aledipa/Free-GPT4-WEB-API solve, and who is the primary audience?
    pass
    AI did not name aledipa/Free-GPT4-WEB-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 aledipa/Free-GPT4-WEB-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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aledipa/Free-GPT4-WEB-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